From 8f1b4e0962857d402f9d017fcbf387ef0eceb7c4 Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Thu, 1 Sep 2016 16:48:41 -0700
Subject: [PATCH] updates and things
---
.gitignore | 1 +
Makefile | 8 +-
cfg/extraction22k.cfg | 209 +
cfg/go.test.cfg | 86 +-
cfg/imagenet1k.dataset | 11 +-
cfg/yolo.cfg | 16 +-
cfg/yolo.train.cfg | 257 +
data/dog.jpg | Bin 163759 -> 163759 bytes
data/imagenet.labels.list | 21842 ++++++++++++++++++++++++++++++++
data/imagenet.shortnames.list | 21842 ++++++++++++++++++++++++++++++++
data/inet.labels.list | 1000 --
data/shortnames.txt | 1000 --
src/blas.h | 1 +
src/blas_kernels.cu | 15 +
src/classifier.c | 222 +-
src/coco.c | 11 +
src/col2im.c | 10 +-
src/col2im_kernels.cu | 1 -
src/convolutional_kernels.cu | 3 +-
src/convolutional_layer.c | 17 +-
src/cost_layer.c | 19 +
src/darknet.c | 5 +-
src/data.c | 37 +-
src/data.h | 10 +-
src/demo.c | 24 +-
src/detection_layer.c | 4 +
src/detector.c | 5 +
src/im2col.c | 10 +-
src/im2col_kernels.cu | 95 +-
src/image.c | 467 +-
src/image.h | 2 +
src/imagenet.c | 237 -
src/layer.h | 2 +
src/maxpool_layer.c | 24 +-
src/maxpool_layer.h | 2 +-
src/maxpool_layer_kernels.cu | 28 +-
src/network.c | 2 +-
src/network.h | 1 +
src/parser.c | 21 +-
src/region_layer.c | 6 +-
src/tag.c | 5 +
src/utils.c | 7 +
src/utils.h | 1 +
src/voxel.c | 56 +-
src/yolo.c | 5 +
45 files changed, 44912 insertions(+), 2715 deletions(-)
create mode 100644 cfg/extraction22k.cfg
create mode 100644 cfg/yolo.train.cfg
create mode 100644 data/imagenet.labels.list
create mode 100644 data/imagenet.shortnames.list
delete mode 100644 data/inet.labels.list
delete mode 100644 data/shortnames.txt
delete mode 100644 src/imagenet.c
diff --git a/.gitignore b/.gitignore
index 46f4dbc..fd44ca2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -14,6 +14,7 @@ decaf/
submission/
cfg/
darknet
+.fuse*
# OS Generated #
.DS_Store*
diff --git a/Makefile b/Makefile
index 6878eef..b36b6b8 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
-GPU=1
-CUDNN=1
-OPENCV=1
+GPU=0
+CUDNN=0
+OPENCV=0
DEBUG=0
ARCH= --gpu-architecture=compute_52 --gpu-code=compute_52
@@ -41,7 +41,7 @@ CFLAGS+= -DCUDNN
LDFLAGS+= -lcudnn
endif
-OBJ=gemm.o utils.o cuda.o deconvolutional_layer.o convolutional_layer.o list.o image.o activations.o im2col.o col2im.o blas.o crop_layer.o dropout_layer.o maxpool_layer.o softmax_layer.o data.o matrix.o network.o connected_layer.o cost_layer.o parser.o option_list.o darknet.o detection_layer.o imagenet.o captcha.o route_layer.o writing.o box.o nightmare.o normalization_layer.o avgpool_layer.o coco.o dice.o yolo.o detector.o layer.o compare.o classifier.o local_layer.o swag.o shortcut_layer.o activation_layer.o rnn_layer.o gru_layer.o rnn.o rnn_vid.o crnn_layer.o demo.o tag.o cifar.o go.o batchnorm_layer.o art.o region_layer.o reorg_layer.o super.o voxel.o
+OBJ=gemm.o utils.o cuda.o deconvolutional_layer.o convolutional_layer.o list.o image.o activations.o im2col.o col2im.o blas.o crop_layer.o dropout_layer.o maxpool_layer.o softmax_layer.o data.o matrix.o network.o connected_layer.o cost_layer.o parser.o option_list.o darknet.o detection_layer.o captcha.o route_layer.o writing.o box.o nightmare.o normalization_layer.o avgpool_layer.o coco.o dice.o yolo.o detector.o layer.o compare.o classifier.o local_layer.o swag.o shortcut_layer.o activation_layer.o rnn_layer.o gru_layer.o rnn.o rnn_vid.o crnn_layer.o demo.o tag.o cifar.o go.o batchnorm_layer.o art.o region_layer.o reorg_layer.o super.o voxel.o
ifeq ($(GPU), 1)
LDFLAGS+= -lstdc++
OBJ+=convolutional_kernels.o deconvolutional_kernels.o activation_kernels.o im2col_kernels.o col2im_kernels.o blas_kernels.o crop_layer_kernels.o dropout_layer_kernels.o maxpool_layer_kernels.o softmax_layer_kernels.o network_kernels.o avgpool_layer_kernels.o
diff --git a/cfg/extraction22k.cfg b/cfg/extraction22k.cfg
new file mode 100644
index 0000000..4cec6da
--- /dev/null
+++ b/cfg/extraction22k.cfg
@@ -0,0 +1,209 @@
+[net]
+batch=128
+subdivisions=1
+height=224
+width=224
+max_crop=320
+channels=3
+momentum=0.9
+decay=0.0005
+
+learning_rate=0.01
+max_batches = 0
+policy=steps
+steps=444000,590000,970000
+scales=.5,.2,.1
+
+#policy=sigmoid
+#gamma=.00008
+#step=100000
+#max_batches=200000
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=7
+stride=2
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=192
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=2048
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=2048
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[avgpool]
+
+[connected]
+output=21842
+activation=leaky
+
+[softmax]
+groups=1
+
+[cost]
+type=sse
+
diff --git a/cfg/go.test.cfg b/cfg/go.test.cfg
index 9403e82..6b92d33 100644
--- a/cfg/go.test.cfg
+++ b/cfg/go.test.cfg
@@ -3,102 +3,126 @@ batch=1
subdivisions=1
height=19
width=19
-channels=8
+channels=1
momentum=0.9
decay=0.0005
learning_rate=0.1
-max_batches = 0
-policy=steps
-steps=50000
-scales=.1
+policy=poly
+power=4
+max_batches=400000
[convolutional]
-filters=512
+filters=192
size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=256
-size=1
+filters=192
+size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=512
+filters=192
size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=256
-size=1
+filters=192
+size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=512
+filters=192
size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=256
-size=1
+filters=192
+size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=512
+filters=192
size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=256
-size=1
+filters=192
+size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=512
+filters=192
size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
[convolutional]
-filters=256
-size=1
+filters=192
+size=3
stride=1
pad=1
-activation=leaky
+activation=relu
batch_normalize=1
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+[convolutional]
+filters=192
+size=3
+stride=1
+pad=1
+activation=relu
+batch_normalize=1
+
+
[convolutional]
filters=1
size=1
stride=1
pad=1
-activation=leaky
+activation=linear
[softmax]
diff --git a/cfg/imagenet1k.dataset b/cfg/imagenet1k.dataset
index 92d711d..6634a27 100644
--- a/cfg/imagenet1k.dataset
+++ b/cfg/imagenet1k.dataset
@@ -1,9 +1,8 @@
classes=1000
-labels = data/inet.labels.list
-names = data/shortnames.txt
-train = /data/imagenet/imagenet1k.train.list
-valid = /data/imagenet/imagenet1k.valid.list
-top=5
-test = /Users/pjreddie/Documents/sites/selfie/paths.list
+train = /data/imagenet/imagenet1k.train.list
+valid = /data/imagenet/imagenet1k.valid.list
backup = /home/pjreddie/backup/
+labels = data/imagenet.labels.list
+names = data/imagenet.shortnames.list
+top=5
diff --git a/cfg/yolo.cfg b/cfg/yolo.cfg
index 6876eff..c4f415c 100644
--- a/cfg/yolo.cfg
+++ b/cfg/yolo.cfg
@@ -1,11 +1,14 @@
[net]
-batch=64
-subdivisions=2
+batch=1
+subdivisions=1
height=448
width=448
channels=3
momentum=0.9
decay=0.0005
+saturation=1.5
+exposure=1.5
+hue=.1
learning_rate=0.0005
policy=steps
@@ -13,15 +16,6 @@ steps=200,400,600,20000,30000
scales=2.5,2,2,.1,.1
max_batches = 40000
-[crop]
-crop_width=448
-crop_height=448
-flip=0
-angle=0
-saturation = 1.5
-exposure = 1.5
-noadjust=1
-
[convolutional]
batch_normalize=1
filters=64
diff --git a/cfg/yolo.train.cfg b/cfg/yolo.train.cfg
new file mode 100644
index 0000000..01aeb5e
--- /dev/null
+++ b/cfg/yolo.train.cfg
@@ -0,0 +1,257 @@
+[net]
+batch=64
+subdivisions=4
+height=448
+width=448
+channels=3
+momentum=0.9
+decay=0.0005
+saturation=1.5
+exposure=1.5
+hue=.1
+
+learning_rate=0.0005
+policy=steps
+steps=200,400,600,20000,30000
+scales=2.5,2,2,.1,.1
+max_batches = 40000
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=7
+stride=2
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=192
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+#######
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=2
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[local]
+size=3
+stride=1
+pad=1
+filters=256
+activation=leaky
+
+[dropout]
+probability=.5
+
+[connected]
+output= 1715
+activation=linear
+
+[detection]
+classes=20
+coords=4
+rescore=1
+side=7
+num=3
+softmax=0
+sqrt=1
+jitter=.2
+
+object_scale=1
+noobject_scale=.5
+class_scale=1
+coord_scale=5
+
diff --git a/data/dog.jpg b/data/dog.jpg
index 665a81c523b042c07e53848cd85c1d0b2c42d55a..77b0381222eaed50867643f4166092c781e56d5b 100644
GIT binary patch
delta 39
vcmZ4gpL6|x&JB93lM~n#CVR2=Ox9zS*?f()o3Xi(y}gm0aeE^>lU@Y?G%yX=
delta 39
vcmZ4gpL6|x&JB93lW(!gO!i~#+5C;Qn{l!}t9)|<dwT;r<Msx2CjANkNP-S>
diff --git a/data/imagenet.labels.list b/data/imagenet.labels.list
new file mode 100644
index 0000000..2326872
--- /dev/null
+++ b/data/imagenet.labels.list
@@ -0,0 +1,21842 @@
+n02119789
+n02100735
+n02110185
+n02096294
+n02102040
+n02066245
+n02509815
+n02124075
+n02417914
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diff --git a/data/imagenet.shortnames.list b/data/imagenet.shortnames.list
new file mode 100644
index 0000000..e9600eb
--- /dev/null
+++ b/data/imagenet.shortnames.list
@@ -0,0 +1,21842 @@
+kit fox
+English setter
+Siberian husky
+Australian terrier
+English springer
+grey whale
+lesser panda
+Egyptian cat
+ibex
+Persian cat
+cougar
+gazelle
+porcupine
+sea lion
+malamute
+badger
+Great Dane
+Walker hound
+Welsh springer spaniel
+whippet
+Scottish deerhound
+killer whale
+mink
+African elephant
+Weimaraner
+soft-coated wheaten terrier
+Dandie Dinmont
+red wolf
+Old English sheepdog
+jaguar
+otterhound
+bloodhound
+Airedale
+hyena
+meerkat
+giant schnauzer
+titi
+three-toed sloth
+sorrel
+black-footed ferret
+dalmatian
+black-and-tan coonhound
+papillon
+skunk
+Staffordshire bullterrier
+Mexican hairless
+Bouvier des Flandres
+weasel
+miniature poodle
+Cardigan
+malinois
+bighorn
+fox squirrel
+colobus
+tiger cat
+Lhasa
+impala
+coyote
+Yorkshire terrier
+Newfoundland
+brown bear
+red fox
+Norwegian elkhound
+Rottweiler
+hartebeest
+Saluki
+grey fox
+schipperke
+Pekinese
+Brabancon griffon
+West Highland white terrier
+Sealyham terrier
+guenon
+mongoose
+indri
+tiger
+Irish wolfhound
+wild boar
+EntleBucher
+zebra
+ram
+French bulldog
+orangutan
+basenji
+leopard
+Bernese mountain dog
+Maltese dog
+Norfolk terrier
+toy terrier
+vizsla
+cairn
+squirrel monkey
+groenendael
+clumber
+Siamese cat
+chimpanzee
+komondor
+Afghan hound
+Japanese spaniel
+proboscis monkey
+guinea pig
+white wolf
+ice bear
+gorilla
+borzoi
+toy poodle
+Kerry blue terrier
+ox
+Scotch terrier
+Tibetan mastiff
+spider monkey
+Doberman
+Boston bull
+Greater Swiss Mountain dog
+Appenzeller
+Shih-Tzu
+Irish water spaniel
+Pomeranian
+Bedlington terrier
+warthog
+Arabian camel
+siamang
+miniature schnauzer
+collie
+golden retriever
+Irish terrier
+affenpinscher
+Border collie
+hare
+boxer
+silky terrier
+beagle
+Leonberg
+German short-haired pointer
+patas
+dhole
+baboon
+macaque
+Chesapeake Bay retriever
+bull mastiff
+kuvasz
+capuchin
+pug
+curly-coated retriever
+Norwich terrier
+flat-coated retriever
+hog
+keeshond
+Eskimo dog
+Brittany spaniel
+standard poodle
+Lakeland terrier
+snow leopard
+Gordon setter
+dingo
+standard schnauzer
+hamster
+Tibetan terrier
+Arctic fox
+wire-haired fox terrier
+basset
+water buffalo
+American black bear
+Angora
+bison
+howler monkey
+hippopotamus
+chow
+giant panda
+American Staffordshire terrier
+Shetland sheepdog
+Great Pyrenees
+Chihuahua
+tabby
+marmoset
+Labrador retriever
+Saint Bernard
+armadillo
+Samoyed
+bluetick
+redbone
+polecat
+marmot
+kelpie
+gibbon
+llama
+miniature pinscher
+wood rabbit
+Italian greyhound
+lion
+cocker spaniel
+Irish setter
+dugong
+Indian elephant
+beaver
+Sussex spaniel
+Pembroke
+Blenheim spaniel
+Madagascar cat
+Rhodesian ridgeback
+lynx
+African hunting dog
+langur
+Ibizan hound
+timber wolf
+cheetah
+English foxhound
+briard
+sloth bear
+Border terrier
+German shepherd
+otter
+koala
+tusker
+echidna
+wallaby
+platypus
+wombat
+revolver
+umbrella
+schooner
+soccer ball
+accordion
+ant
+starfish
+chambered nautilus
+grand piano
+laptop
+strawberry
+airliner
+warplane
+airship
+balloon
+space shuttle
+fireboat
+gondola
+speedboat
+lifeboat
+canoe
+yawl
+catamaran
+trimaran
+container ship
+liner
+pirate
+aircraft carrier
+submarine
+wreck
+half track
+tank
+missile
+bobsled
+dogsled
+bicycle-built-for-two
+mountain bike
+freight car
+passenger car
+barrow
+shopping cart
+motor scooter
+forklift
+electric locomotive
+steam locomotive
+amphibian
+ambulance
+beach wagon
+cab
+convertible
+jeep
+limousine
+minivan
+Model T
+racer
+sports car
+go-kart
+golfcart
+moped
+snowplow
+fire engine
+garbage truck
+pickup
+tow truck
+trailer truck
+moving van
+police van
+recreational vehicle
+streetcar
+snowmobile
+tractor
+mobile home
+tricycle
+unicycle
+horse cart
+jinrikisha
+oxcart
+bassinet
+cradle
+crib
+four-poster
+bookcase
+china cabinet
+medicine chest
+chiffonier
+table lamp
+file
+park bench
+barber chair
+throne
+folding chair
+rocking chair
+studio couch
+toilet seat
+desk
+pool table
+dining table
+entertainment center
+wardrobe
+Granny Smith
+orange
+lemon
+fig
+pineapple
+banana
+jackfruit
+custard apple
+pomegranate
+acorn
+hip
+ear
+rapeseed
+corn
+buckeye
+organ
+upright
+chime
+drum
+gong
+maraca
+marimba
+steel drum
+banjo
+cello
+violin
+harp
+acoustic guitar
+electric guitar
+cornet
+French horn
+trombone
+harmonica
+ocarina
+panpipe
+bassoon
+oboe
+sax
+flute
+daisy
+yellow lady's slipper
+cliff
+valley
+alp
+volcano
+promontory
+sandbar
+coral reef
+lakeside
+seashore
+geyser
+hatchet
+cleaver
+letter opener
+plane
+power drill
+lawn mower
+hammer
+corkscrew
+can opener
+plunger
+screwdriver
+shovel
+plow
+chain saw
+cock
+hen
+ostrich
+brambling
+goldfinch
+house finch
+junco
+indigo bunting
+robin
+bulbul
+jay
+magpie
+chickadee
+water ouzel
+kite
+bald eagle
+vulture
+great grey owl
+black grouse
+ptarmigan
+ruffed grouse
+prairie chicken
+peacock
+quail
+partridge
+African grey
+macaw
+sulphur-crested cockatoo
+lorikeet
+coucal
+bee eater
+hornbill
+hummingbird
+jacamar
+toucan
+drake
+red-breasted merganser
+goose
+black swan
+white stork
+black stork
+spoonbill
+flamingo
+American egret
+little blue heron
+bittern
+crane
+limpkin
+American coot
+bustard
+ruddy turnstone
+red-backed sandpiper
+redshank
+dowitcher
+oystercatcher
+European gallinule
+pelican
+king penguin
+albatross
+great white shark
+tiger shark
+hammerhead
+electric ray
+stingray
+barracouta
+coho
+tench
+goldfish
+eel
+rock beauty
+anemone fish
+lionfish
+puffer
+sturgeon
+gar
+loggerhead
+leatherback turtle
+mud turtle
+terrapin
+box turtle
+banded gecko
+common iguana
+American chameleon
+whiptail
+agama
+frilled lizard
+alligator lizard
+Gila monster
+green lizard
+African chameleon
+Komodo dragon
+triceratops
+African crocodile
+American alligator
+thunder snake
+ringneck snake
+hognose snake
+green snake
+king snake
+garter snake
+water snake
+vine snake
+night snake
+boa constrictor
+rock python
+Indian cobra
+green mamba
+sea snake
+horned viper
+diamondback
+sidewinder
+European fire salamander
+common newt
+eft
+spotted salamander
+axolotl
+bullfrog
+tree frog
+tailed frog
+whistle
+wing
+paintbrush
+hand blower
+oxygen mask
+snorkel
+loudspeaker
+microphone
+screen
+mouse
+electric fan
+oil filter
+strainer
+space heater
+stove
+guillotine
+barometer
+rule
+odometer
+scale
+analog clock
+digital clock
+wall clock
+hourglass
+sundial
+parking meter
+stopwatch
+digital watch
+stethoscope
+syringe
+magnetic compass
+binoculars
+projector
+sunglasses
+loupe
+radio telescope
+bow
+cannon
+assault rifle
+rifle
+projectile
+computer keyboard
+typewriter keyboard
+crane
+lighter
+abacus
+cash machine
+slide rule
+desktop computer
+hand-held computer
+notebook
+web site
+harvester
+thresher
+printer
+slot
+vending machine
+sewing machine
+joystick
+switch
+hook
+car wheel
+paddlewheel
+pinwheel
+potter's wheel
+gas pump
+carousel
+swing
+reel
+radiator
+puck
+hard disc
+sunglass
+pick
+car mirror
+solar dish
+remote control
+disk brake
+buckle
+hair slide
+knot
+combination lock
+padlock
+nail
+safety pin
+screw
+muzzle
+seat belt
+ski
+candle
+jack-o'-lantern
+spotlight
+torch
+neck brace
+pier
+tripod
+maypole
+mousetrap
+spider web
+trilobite
+harvestman
+scorpion
+black and gold garden spider
+barn spider
+garden spider
+black widow
+tarantula
+wolf spider
+tick
+centipede
+isopod
+Dungeness crab
+rock crab
+fiddler crab
+king crab
+American lobster
+spiny lobster
+crayfish
+hermit crab
+tiger beetle
+ladybug
+ground beetle
+long-horned beetle
+leaf beetle
+dung beetle
+rhinoceros beetle
+weevil
+fly
+bee
+grasshopper
+cricket
+walking stick
+cockroach
+mantis
+cicada
+leafhopper
+lacewing
+dragonfly
+damselfly
+admiral
+ringlet
+monarch
+cabbage butterfly
+sulphur butterfly
+lycaenid
+jellyfish
+sea anemone
+brain coral
+flatworm
+nematode
+conch
+snail
+slug
+sea slug
+chiton
+sea urchin
+sea cucumber
+iron
+espresso maker
+microwave
+Dutch oven
+rotisserie
+toaster
+waffle iron
+vacuum
+dishwasher
+refrigerator
+washer
+Crock Pot
+frying pan
+wok
+caldron
+coffeepot
+teapot
+spatula
+altar
+triumphal arch
+patio
+steel arch bridge
+suspension bridge
+viaduct
+barn
+greenhouse
+palace
+monastery
+library
+apiary
+boathouse
+church
+mosque
+stupa
+planetarium
+restaurant
+cinema
+home theater
+lumbermill
+coil
+obelisk
+totem pole
+castle
+prison
+grocery store
+bakery
+barbershop
+bookshop
+butcher shop
+confectionery
+shoe shop
+tobacco shop
+toyshop
+fountain
+cliff dwelling
+yurt
+dock
+brass
+megalith
+bannister
+breakwater
+dam
+chainlink fence
+picket fence
+worm fence
+stone wall
+grille
+sliding door
+turnstile
+mountain tent
+scoreboard
+honeycomb
+plate rack
+pedestal
+beacon
+mashed potato
+bell pepper
+head cabbage
+broccoli
+cauliflower
+zucchini
+spaghetti squash
+acorn squash
+butternut squash
+cucumber
+artichoke
+cardoon
+mushroom
+shower curtain
+jean
+carton
+handkerchief
+sandal
+ashcan
+safe
+plate
+necklace
+croquet ball
+fur coat
+thimble
+pajama
+running shoe
+cocktail shaker
+chest
+manhole cover
+modem
+tub
+tray
+balance beam
+bagel
+prayer rug
+kimono
+hot pot
+whiskey jug
+knee pad
+book jacket
+spindle
+ski mask
+beer bottle
+crash helmet
+bottlecap
+tile roof
+mask
+maillot
+Petri dish
+football helmet
+bathing cap
+teddy
+holster
+pop bottle
+photocopier
+vestment
+crossword puzzle
+golf ball
+trifle
+suit
+water tower
+feather boa
+cloak
+red wine
+drumstick
+shield
+Christmas stocking
+hoopskirt
+menu
+stage
+bonnet
+meat loaf
+baseball
+face powder
+scabbard
+sunscreen
+beer glass
+hen-of-the-woods
+guacamole
+lampshade
+wool
+hay
+bow tie
+mailbag
+water jug
+bucket
+dishrag
+soup bowl
+eggnog
+mortar
+trench coat
+paddle
+chain
+swab
+mixing bowl
+potpie
+wine bottle
+shoji
+bulletproof vest
+drilling platform
+binder
+cardigan
+sweatshirt
+pot
+birdhouse
+hamper
+ping-pong ball
+pencil box
+pay-phone
+consomme
+apron
+punching bag
+backpack
+groom
+bearskin
+pencil sharpener
+broom
+mosquito net
+abaya
+mortarboard
+poncho
+crutch
+Polaroid camera
+space bar
+cup
+racket
+traffic light
+quill
+radio
+dough
+cuirass
+military uniform
+lipstick
+shower cap
+monitor
+oscilloscope
+mitten
+brassiere
+French loaf
+vase
+milk can
+rugby ball
+paper towel
+earthstar
+envelope
+miniskirt
+cowboy hat
+trolleybus
+perfume
+bathtub
+hotdog
+coral fungus
+bullet train
+pillow
+toilet tissue
+cassette
+carpenter's kit
+ladle
+stinkhorn
+lotion
+hair spray
+academic gown
+dome
+crate
+wig
+burrito
+pill bottle
+chain mail
+theater curtain
+window shade
+barrel
+washbasin
+ballpoint
+basketball
+bath towel
+cowboy boot
+gown
+window screen
+agaric
+cellular telephone
+nipple
+barbell
+mailbox
+lab coat
+fire screen
+minibus
+packet
+maze
+pole
+horizontal bar
+sombrero
+pickelhaube
+rain barrel
+wallet
+cassette player
+comic book
+piggy bank
+street sign
+bell cote
+fountain pen
+Windsor tie
+volleyball
+overskirt
+sarong
+purse
+bolo tie
+bib
+parachute
+sleeping bag
+television
+swimming trunks
+measuring cup
+espresso
+pizza
+breastplate
+shopping basket
+wooden spoon
+saltshaker
+chocolate sauce
+ballplayer
+goblet
+gyromitra
+stretcher
+water bottle
+dial telephone
+soap dispenser
+jersey
+school bus
+jigsaw puzzle
+plastic bag
+reflex camera
+diaper
+Band Aid
+ice lolly
+velvet
+tennis ball
+gasmask
+doormat
+Loafer
+ice cream
+pretzel
+quilt
+maillot
+tape player
+clog
+iPod
+bolete
+scuba diver
+pitcher
+matchstick
+bikini
+sock
+CD player
+lens cap
+thatch
+vault
+beaker
+bubble
+cheeseburger
+parallel bars
+flagpole
+coffee mug
+rubber eraser
+stole
+carbonara
+dumbbell
+singles
+Virginia deer
+eastern grey squirrel
+gelding
+pylon
+table-tennis table
+peacock
+Segway
+surfing
+tamandua
+knocker
+steering wheel
+motorcycling
+coati
+sitar
+range
+backhoe
+agaric
+dashboard
+water polo
+concrete mixer
+treadmill
+golf bag
+skateboarding
+royal tennis
+tartan
+four-wheel drive
+sport utility
+sedan
+print
+luggage rack
+softball
+windmill
+ben
+red admiral
+jalousie
+towel rail
+truss
+strand
+ice hockey
+sconce
+wind turbine
+plush
+stained-glass window
+ballpark
+thoroughbred
+love seat
+red-spotted purple
+miller
+Adelie
+freight liner
+clock tower
+acrobatics
+shaving brush
+ewe
+ottoman
+African violet
+bicycle wheel
+cork
+windmill
+satin
+comma
+coffee mill
+baggage
+wasp's nest
+batting glove
+Ferris wheel
+push-bike
+porthole
+football stadium
+gas tank
+barbecue
+handlebar
+hula-hoop
+fairground
+rapier
+garter stitch
+exercise bike
+control tower
+carryall
+minute hand
+cog
+riverbank
+water nymph
+common dandelion
+android
+hairbrush
+redberry
+fret
+display window
+pepper mill
+litterbin
+drapery
+ducking
+fly-fishing
+broad jump
+sprinkler
+water-skiing
+chicory
+sail
+volleyball
+rugby
+Texas bluebonnet
+computer monitor
+tortoiseshell
+airplane propeller
+solar array
+figure skating
+air conditioner
+purple loosestrife
+gearshift
+outboard motor
+cowslip
+Abyssinian
+dip
+workstation
+cosy
+bunker
+neon lamp
+campanile
+casket
+verbena
+amphora
+sumo
+common foxglove
+sprocket
+jelly bean
+emperor penguin
+night-blooming cereus
+clock radio
+black birch
+bomber jacket
+Virginia bluebell
+bayonet
+walker
+altarpiece
+tattoo
+bridle
+rocker arm
+water turkey
+spiderwort
+flange
+mute swan
+laser printer
+carburetor
+coverlet
+mountainside
+baritone
+auto racing
+baluster
+gal
+peach bells
+taffeta
+grandfather
+asparagus
+horizontal stabilizer
+world
+grate
+marsh marigold
+white rhinoceros
+movement
+split rail
+rollerblading
+longhorn
+muffler
+church tower
+light bulb
+American agave
+backpacking tent
+overall
+New World goldfinch
+sectional
+wing chair
+transom
+integrated circuit
+dad
+spar
+picture frame
+no-hit game
+alternator
+drill press
+strawflower
+hepatica
+rangefinder
+blinker
+Welsh pony
+nib
+wagon wheel
+rotor
+tie
+denim
+jetliner
+sculling
+external drive
+window frame
+mourning dove
+censer
+stapler
+batting helmet
+flagon
+machete
+windshield
+hedgehog
+weeping willow
+chief executive officer
+hepatica
+pet
+Asiatic black bear
+chinchilla
+uke
+Atlantic bottlenose dolphin
+hair
+dishtowel
+flintlock
+Bermuda shorts
+lavender
+searchlight
+millwheel
+piano keyboard
+luna moth
+bumper
+parrot
+skirt
+manhole
+coffee table
+footstool
+judo
+Dalai Lama
+armored personnel carrier
+voile
+saber
+thoroughbred
+wild carrot
+gemsbok
+caster
+butterfly orchid
+cow
+sideboard
+horseshoe crab
+match play
+cassette recorder
+photomicrograph
+drafting table
+pediment
+tramline
+shipping
+kitten
+wainscoting
+fried rice
+helix
+marguerite
+pumpkin
+white-bellied swallow
+Tulipa gesneriana
+common dolphin
+face
+red squirrel
+bicycling
+shipwreck
+banded purple
+cornice
+pendant earring
+forsythia
+aardvark
+seashell
+spat
+shoulder bag
+fallow deer
+yearling
+common teasel
+tufted titmouse
+ancient
+professional golf
+purl
+vehicle
+okra
+great grandmother
+common lilac
+rose mallow
+newspaper
+crucifix
+chukka
+armlet
+fulmar
+wapiti
+doily
+Greco-Roman wrestling
+bleeding heart
+kitchen table
+bluebonnet
+Cape buffalo
+spun yarn
+crape myrtle
+dewdrop
+great blue heron
+medalist
+vaulting horse
+spinning wheel
+skyscraper
+Tahitian
+forget-me-not
+watercourse
+guitarist
+gargoyle
+bee balm
+pumpkin
+hunting knife
+flutist
+lectern
+skateboarder
+foil
+pant leg
+hedge sparrow
+dresser
+automatic pistol
+chicory
+dialog box
+chamberpot
+black rhinoceros
+fireweed
+half-mast
+pillow sham
+pavilion
+scarf joint
+microprocessor
+filly
+dressing gown
+shell
+Arabian
+child
+radio antenna
+butterweed
+morris dancer
+sparrow hawk
+groom
+brioche
+floret
+rainbow
+earthworm
+cellist
+tine
+toupee
+balldress
+map
+angel's trumpet
+ruin
+fur
+pronghorn
+speed skating
+used-car
+stick
+early spider orchid
+stuffed peppers
+snowdrift
+flats
+least sandpiper
+stick
+console table
+ventilator
+portable
+kepi
+pylon
+viceroy
+shoreline
+Olympian Zeus
+pestle
+great-niece
+life
+air compressor
+fanjet
+scuba diving
+fieldfare
+tree swallow
+personnel carrier
+night-blooming cereus
+sonogram
+assembly hall
+circuit breaker
+chair
+speed skate
+soapwort
+worsted
+raspberry
+burlap
+flat panel display
+Pyracantha
+cemetery
+turban
+deer hunting
+bottle green
+dandelion green
+pieta
+aigrette
+turntable
+cover girl
+clutch bag
+kiwi
+pea jacket
+color guard
+Malay
+shire
+crock
+french fries
+credenza
+hockey stick
+mourning cloak
+potty seat
+glass
+balsamroot
+medal play
+red clover
+gravy boat
+garter belt
+Guinness
+meadow buttercup
+jackass penguin
+coursing
+tooth
+hawfinch
+housetop
+fluorescent lamp
+black-backed gull
+bookshelf
+earplug
+millipede
+fawn
+baseball bat
+soup-strainer
+organ loft
+bugloss
+tomahawk
+blackcap
+black-necked stilt
+hand truck
+bedstead
+tempura
+rose window
+crimson
+snow thrower
+lesser whitethroat
+palomino
+ball
+staff sergeant
+wicker
+garbage heap
+great-nephew
+parquet
+coupe
+nave
+eggs Benedict
+damask
+flush toilet
+Angora
+pedometer
+control room
+bristle brush
+kookaburra
+telephone booth
+Windsor chair
+red-winged blackbird
+cinnamon roll
+briefs
+cloister
+sundress
+mammillaria
+unicyclist
+covered bridge
+coelogyne
+fairy bluebird
+phoebe
+beer mug
+headstock
+parhelion
+gorse
+common European dogwood
+fire-eater
+professional football
+rock climbing
+cyclamen
+tin
+marjoram
+Japanese morning glory
+pipe
+smasher
+hang glider
+abutment
+birdbath
+jotter
+litter
+artist's model
+butterfly bush
+dining area
+sausage dog
+piggery
+English sparrow
+Turk's-cap
+platinum blond
+song sparrow
+alarm clock
+tortoiseshell
+chaise longue
+flintlock
+academic costume
+graffito
+Arnica montana
+adding machine
+waterside
+director
+jonquil
+pipefitting
+stud
+Swedish meatball
+musk rose
+Venus's flytrap
+raven
+bougainvillea
+little brother
+field bindweed
+finder
+white admiral
+tinfoil
+serval
+sheet
+carthorse
+people
+potto
+stockroom
+sphinx
+slate roof
+mountain laurel
+majolica
+coal black
+repository
+bufo
+pique
+binder
+tread
+attorney general
+hydraulic press
+videocassette recorder
+bumper car
+professional baseball
+cow parsley
+ern
+blue peafowl
+common hyacinth
+jack-in-the-pulpit
+ice hockey rink
+sport
+camper
+tailback
+flash
+stacks
+pulp
+Christmas cactus
+netball
+calliandra
+curler
+large periwinkle
+cobweb
+forward
+Roman arch
+cross bun
+stoneware
+banana bread
+cape jasmine
+settle
+tongue
+frock
+pepper shaker
+pitching coach
+CD-R
+casing
+faience
+hand cream
+CD-ROM
+recliner
+striped bass
+clary
+sketch
+risotto
+reticle
+white clover
+touch football
+kitty
+great-aunt
+Japanese maple
+sidecar
+muscovy duck
+hack
+rope bridge
+organist
+stinging nettle
+pocket watch
+Indian pipe
+amorphophallus
+bird's-foot violet
+caller ID
+furnishing
+carriageway
+dish rack
+heiress
+nail polish
+beldam
+Dall sheep
+teriyaki
+stateroom
+laughing gull
+chow
+bookmark
+timer
+toga virilis
+deviled egg
+coltsfoot
+Papuan
+native
+cygnet
+automation
+portfolio
+cabbage palm
+cube
+broiler
+radish
+broodmare
+castor-oil plant
+pith hat
+talus
+lass
+thatch
+common marigold
+young buck
+igloo
+prairie rattlesnake
+soccer player
+spoke
+place
+slide fastener
+tapestry
+toy
+headboard
+cross-country skiing
+harness
+sconce
+rim
+ballet skirt
+transvestite
+saddlebag
+common evening primrose
+taillight
+challah
+willet
+ready-to-wear
+cloud
+answering machine
+waterfront
+vane
+granddaughter
+Chinese gooseberry
+tureen
+cab
+truffle
+viola
+bootlace
+chemise
+taro
+petal
+candied apple
+soccer
+miniature golf
+front porch
+asparagus
+Sauvignon blanc
+daisy fleabane
+ceiling
+slip-on
+bottle-nosed whale
+redbud
+black squirrel
+snowsuit
+ribbing
+gravestone
+creme brulee
+ambassador
+local
+archery
+love-in-a-mist
+garbage
+thyme
+night-blooming cereus
+goshawk
+cuckoopint
+azure
+German iris
+salad bowl
+puppy
+cockhorse
+giant clam
+biplane
+stele
+necklet
+sea otter
+crest
+door
+reformer
+comforter
+Byelorussian
+bottle
+hemline
+book bag
+leotard
+owlet
+spoon
+sari
+bidet
+Latin
+reticulated python
+bowling shoe
+futon
+gaiter
+coypu
+tea urn
+waders
+bangle
+snowbank
+pencil
+porter
+azalea
+English lavender
+red spruce
+team sport
+cruet
+high-rise
+O ring
+vodka
+cormorant
+Canada thistle
+clasp
+showjumping
+rattan
+red fox
+sun parlor
+Charolais
+Tommy gun
+bird's foot trefoil
+sedge warbler
+knot
+chives
+car tire
+steam engine
+adapter
+spirea
+common allamanda
+oyster shell
+harbor seal
+baobab
+wick
+plumbago
+downy woodpecker
+coconut
+leash
+kasbah
+hour hand
+upholstery
+mallard
+cricket bat
+lady
+kitchenware
+right-hander
+leopard
+olive green
+common valerian
+blue whale
+blackboard
+redhead
+periwinkle
+fingerboard
+hard hat
+locker
+breakfast table
+capybara
+beekeeper
+harness
+feeder
+water hyacinth
+hexapod
+brown thrasher
+percale
+lever
+patriarch
+arete
+book
+book
+senator
+bunya bunya
+couch
+durian
+common lady's-slipper
+mountain ash
+golden barrel cactus
+bicycle seat
+beret
+pop
+musk mallow
+manatee
+cotton candy
+boxing glove
+backboard
+tongue
+saguaro
+playground
+capitol
+sanderling
+wagtail
+deputy
+tractor
+tap
+lady's smock
+noseband
+worsted
+radiotelephone
+camisole
+forelock
+muscat
+sweet scabious
+crane fly
+butterfly weed
+chestnut
+pinata
+inositol
+borage
+aquatic
+belly
+broadcaster
+gondolier
+egg yolk
+blush wine
+bufflehead
+rambutan
+oleander
+horse-trail
+sea holly
+yard bird
+conference room
+lacrosse
+belted kingfisher
+defile
+extremum
+whistle
+bear cub
+grainfield
+potage
+watermelon
+lasagna
+sheik
+Cooper's hawk
+bulb
+basketball court
+paella
+cassette tape
+scatter rug
+kid
+impala lily
+Minnesotan
+Sudanese
+chocolate
+tail
+quack-quack
+whistling swan
+shoulder patch
+frozen custard
+sumo wrestler
+smoothie
+bock
+meat grinder
+latch
+palisade
+radial
+sake
+kestrel
+corn chowder
+airframe
+electrician
+reamer
+metropolitan
+cotton flannel
+cassowary
+crossbill
+operating room
+winter aconite
+flute
+Tasmanian devil
+billboard
+suds
+kilt
+aperitif
+cooling tower
+avocado
+hooded merganser
+coleslaw
+bee balm
+ladder-back
+insurance broker
+scaffolding
+polo mallet
+double bed
+two-hitter
+bluff
+gamboge
+baby
+lawn chair
+frond
+pistol grip
+fancy dress
+marquetry
+jambalaya
+fireweed
+Eurasian kingfisher
+cue ball
+ice plant
+horseweed
+rose moss
+musher
+sun
+viscount
+white-breasted nuthatch
+gin and tonic
+thermos
+Kenyan
+first-aid kit
+four-wheeler
+tourist
+stairwell
+Gambian
+liqueur glass
+hovercraft
+cocktail dress
+twin
+coriander
+blister pack
+Barrow's goldeneye
+canteen
+irrigation ditch
+great white heron
+tree sparrow
+canal boat
+lens
+food processor
+common raccoon
+Baltimore oriole
+black-eyed Susan
+bush hibiscus
+corolla
+sire
+mustachio
+professional wrestling
+elk
+clustered bellflower
+pannier
+musk ox
+crapaud
+animal trainer
+rosebud
+ring-necked pheasant
+little egret
+cappuccino
+rocker
+bristlecone pine
+cheerleader
+hedge violet
+semaphore
+central processing unit
+speedskater
+delivery truck
+assembly
+hedgehog cactus
+bergenia
+bull thistle
+bladder campion
+cinquefoil
+inula
+cellulose tape
+main rotor
+bootee
+autogiro
+ice
+grey
+meadow cranesbill
+hummus
+valise
+chassis
+mountain goat
+blacktail prairie dog
+Chardonnay
+romper
+street
+shoveler
+wood ibis
+topiary
+chalice
+silo
+circus acrobat
+Rollerblade
+cosmos
+woof
+heroine
+cold cream
+marabou
+herb robert
+garden lettuce
+nymph
+floor lamp
+automobile engine
+heel
+radiator
+seeded player
+fedora
+father-in-law
+peahen
+Bahamian
+wiper
+wood pigeon
+barn owl
+pegboard
+chorus frog
+kin
+roller skate
+stob
+rosemary
+cowbird
+hortensia
+cranberry sauce
+shot glass
+Dixie cup
+gnu
+fire alarm
+diet
+booster
+oxeye daisy
+twayblade
+high-definition television
+truss bridge
+bunk bed
+mule
+blackbuck
+facsimile
+frog orchid
+point-and-shoot camera
+brocade
+gazebo
+prairie gentian
+concert
+paintball
+Cognac
+maid
+afghan
+barbecued spareribs
+pintail
+tramway
+commissioner
+finger-painting
+beef stew
+caftan
+Aberdeen Angus
+demonstrator
+sea trout
+pigtail
+thrush nightingale
+barbados cherry
+sashimi
+ridgeling
+lamppost
+gabardine
+red-shouldered hawk
+bath salts
+cavern
+cymbid
+Haitian
+boater
+southern buckthorn
+arctic
+motorcycle cop
+red gum
+Clydesdale
+Zamboni
+beagling
+villa
+demitasse
+Sheetrock
+lollipop
+hybrid petunia
+post horse
+carabiner
+brussels sprouts
+Durham
+stylist
+pothole
+sleigh bed
+scallop shell
+harrier eagle
+papaya
+Japanese persimmon
+sachet
+wild rice
+chipboard
+gun enclosure
+menorah
+chinook
+headset
+white campion
+ocean
+Secretary of State
+G-string
+bone china
+basil
+greenish blue
+camcorder
+concrete
+screech owl
+trumpet honeysuckle
+flugelhorn
+layette
+cattle egret
+case knife
+mandarin duck
+robber fly
+salwar
+dressing table
+doughnut
+facade
+runner
+honeypot
+surf casting
+diver
+angel's trumpet
+spin dryer
+chameleon
+wand
+snow
+vitamin A1
+manageress
+volleyball net
+antiperspirant
+street clothes
+tree sparrow
+cords
+sundew
+bricks and mortar
+caryatid
+bridesmaid
+trestle bridge
+eyepiece
+celebrant
+scarlet pimpernel
+gas range
+onion
+green salad
+squill
+creepy-crawly
+hunk
+little owl
+salad nicoise
+earflap
+bird feeder
+spray gun
+bunny
+Cheops
+amazon
+blue tit
+Nissen hut
+Kalashnikov
+skylark
+kremlin
+shoebill
+shopping bag
+frigate bird
+telephoto lens
+peplum
+moss pink
+echidna
+wastepaper basket
+wood ibis
+workroom
+ankle brace
+telpherage
+Michaelmas daisy
+figure skate
+swami
+nylons
+cardoon
+cocotte
+headstall
+twin bed
+parsley
+dirndl
+corn poppy
+nut bread
+cloche
+light heavyweight
+mayor
+lip-gloss
+punch bowl
+pottage
+mango
+fledgling
+mousse
+four-wheel drive
+barrel
+banana boat
+trouser
+bathroom
+Sauterne
+ring
+settee
+lavaliere
+safe-deposit
+godson
+leatherette
+schoolmate
+radish
+hedge trimmer
+dahlia
+euphonium
+palace
+vaulter
+singlet
+slicer
+Pilsner
+cockateel
+kangaroo paw
+Cub Scout
+master bedroom
+hexagon
+cenotaph
+Barberton daisy
+Netherlander
+intersection
+Korean
+gravel
+chandelier
+hospital bed
+flash memory
+pier
+whole wheat flour
+maroon
+pale ale
+special
+snow bunting
+crinoline
+dustpan
+barrette
+common wood sorrel
+yolk
+pothos
+speakerphone
+tendril
+cabinetwork
+farm horse
+brake disk
+streetlight
+superhighway
+bandsaw
+panting
+pressure cooker
+girdle
+old man
+cereal bowl
+felt
+hurling
+architecture
+harmonium
+chain
+blueberry
+cellar
+smocking
+scrub brush
+tablespoon
+sweet corn
+graining
+library
+street
+bill
+felt-tip pen
+monkshood
+crowd
+log cabin
+newel post
+hack
+elephant seal
+golden pothos
+popcorn
+outhouse
+patch pocket
+fish and chips
+tape
+wax plant
+eaves
+fried egg
+emerald
+tea cart
+fan blade
+daily
+Bowie knife
+rowing boat
+leaf shape
+man
+crayon
+trumpetfish
+chipping sparrow
+whiskey bottle
+pillion
+city hall
+golden pheasant
+cheerleader
+creeping bugle
+couch
+Dumpster
+Homo sapiens sapiens
+cranberry juice
+cockpit
+demagogue
+joinery
+scrambled eggs
+technician
+sidewalk
+sheep
+keyhole
+power line
+polyanthus
+roulette
+first lieutenant
+checkout
+tabletop
+nasturtium
+schnapps
+engineering
+skateboard
+ground fir
+bouquet
+bunk
+resort area
+fleur-de-lis
+power steering
+opera
+Bolivian
+Friesian
+buckskins
+bay
+slider
+frozen yogurt
+cabin cruiser
+saunterer
+lean-to
+fishing eagle
+bog star
+cantaloupe
+mouth
+music stand
+fiddlestick
+brilliantine
+pinball machine
+bairn
+barred owl
+bath oil
+signorina
+Mason jar
+nymph
+rubber band
+garden nasturtium
+razorbill
+Japanese beetle
+batting cage
+trestle
+borage
+Secretary of the Interior
+scanner
+baguet
+baseball cap
+chow mein
+pen
+jewelweed
+barbet
+chasm
+pectoral sandpiper
+holster
+glasses case
+sand
+crevice
+Kickapoo
+snowboard
+locket
+satchel
+tankard
+alpinist
+moorhen
+cow pen
+whooper
+crown
+chain
+silversword
+wild geranium
+hi-fi
+Tibetan
+waterwheel
+bee orchid
+ruby-crowned kinglet
+common broom
+tabloid
+javelin
+sauna
+klammath weed
+zebra finch
+spider orchid
+velour
+chiffon
+lecture room
+barrel
+loggia
+millstone
+flatlet
+soupspoon
+econometrician
+golf-club head
+daphnia
+parlor
+fire-eater
+juggler
+attache case
+hay bale
+kisser
+knitting needle
+news magazine
+flatbed
+Senegalese
+trumpeter
+trampoline
+brogan
+bone
+caftan
+lobster pot
+gazpacho
+anthill
+ramekin
+mainsail
+penitentiary
+spotted flycatcher
+cookstove
+root beer
+broom beard grass
+pogo stick
+plywood
+epee
+gas oven
+Global Positioning System
+sweet false chamomile
+breakfast area
+bullring
+second cousin
+wave
+decolletage
+rodeo
+won ton
+swastika
+bobby pin
+papaw
+retaining wall
+Muscadet
+heavyweight
+energizer
+banner
+amusement park
+whinchat
+drugstore
+waxwork
+meander
+congee
+heat sink
+switch grass
+commuter
+peony
+western white pine
+wild raspberry
+nightgown
+saute
+cardinal
+claret
+pollinator
+biryani
+pina colada
+cassette deck
+European sandpiper
+block
+flan
+birdcage
+baby
+lieutenant colonel
+ticking
+European white lily
+dog violet
+coat hanger
+premature baby
+organza
+string bean
+balloonist
+hurricane deck
+window box
+hang glider
+bullfighting
+piste
+seahorse
+hard cider
+batik
+common mullein
+petite marmite
+stuffed mushroom
+tequila
+ground ivy
+fountain grass
+stray
+putter
+buffer
+comet
+bomber
+woodcarving
+baseball glove
+halter
+garnish
+selvage
+megaphone
+sea fan
+rabbit hutch
+very important person
+analog watch
+long-head coneflower
+northern pike
+roll-on
+cigarette butt
+terraced house
+penknife
+windshield wiper
+cricket
+straightener
+snow pea
+cockerel
+canister
+sour bread
+recovery room
+toilet bowl
+tyrannosaur
+big sister
+quartz battery
+television receiver
+vitamin C
+tailpipe
+field thistle
+stonechat
+col
+monstrance
+gift wrapping
+herbivore
+quarter horse
+ice-cream sundae
+rumpus room
+eyepatch
+clary sage
+French lavender
+snorkel
+choir
+tent-fly
+cat box
+horse racing
+high priest
+barrel cactus
+pin oak
+wild thyme
+keyboardist
+raiser
+hammock
+hail
+bungee
+chocolate mousse
+major
+buzzard
+gopher tortoise
+Chablis
+water meter
+benthos
+donna
+blender
+Mauser
+avocet
+rye
+mulch
+chancel
+dusty miller
+mate
+corbel
+minaret
+frittata
+French toast
+mosaic
+home brew
+water faucet
+beard
+swivel chair
+acropolis
+largemouth
+abbey
+tabby
+driver
+copperhead
+stirrup
+Boston fern
+Tennessee walker
+artichoke
+honor guard
+chapatti
+enchantress
+sweat pants
+electric organ
+column
+dry vermouth
+range hood
+Red Delicious
+rape
+splint
+catapult
+gourd
+antipasto
+plaza
+carnation
+star
+wood anemone
+English primrose
+male fern
+boot
+atrium
+Japanese deer
+carnivore
+yearling
+doe
+guelder rose
+chicory
+stretch pants
+ice-cream cake
+frogfish
+tarpaulin
+chicken soup
+balaclava
+tor
+feverfew
+three-hitter
+flyweight
+aqua vitae
+locker room
+wether
+teacup
+wide-angle lens
+hook
+ladder-back
+osprey
+awning
+wedding
+chest protector
+pooch
+rose mallow
+orange daisy
+fondant
+envelope
+duckling
+blackberry
+goosander
+snorkeling
+philatelist
+broad bean
+Frank
+bok choy
+basket
+absinth
+cayenne
+blackbird
+bottled water
+trooper
+timber
+stable
+chestnut
+tomatillo
+bell
+banquet
+rainbow trout
+macrame
+appointee
+heart
+chipmunk
+purple clematis
+safety bicycle
+shuttle bus
+Japanese black pine
+lentil soup
+downhill
+field mustard
+brass
+hand-me-down
+greater yellowlegs
+fanny pack
+croquet mallet
+hip roof
+duffel bag
+Ritz
+document
+pie plant
+staff member
+lifeguard
+white-throated sparrow
+Cameroonian
+hydrofoil
+platter
+common ageratum
+middleweight
+chairlift
+brunch
+pharmacist
+lemon
+driveshaft
+green snake
+lip
+London plane
+mangrove
+crystal
+siskin
+common jasmine
+hollandaise
+villa
+cross-country riding
+mother-in-law's tongue
+generator
+Tanzanian
+whisk
+seeder
+ashtray
+griddle
+evening bag
+bluebird
+bran muffin
+square dancer
+luggage compartment
+tropical pitcher plant
+autofocus
+tape drive
+silencer
+Hawaiian guitar
+swamp sparrow
+Zimbabwean
+drawing room
+weekender
+liparis
+streambed
+samosa
+hitter
+water heater
+tidal basin
+ossuary
+dik-dik
+camouflage
+fiance
+Jordanian
+rolling pin
+slingback
+turret
+hen
+jennet
+playpen
+woodhewer
+bushing
+church bell
+bear grass
+double knit
+tennis pro
+Joe-Pye weed
+pave
+pochard
+painted beauty
+crinoline
+gumbo
+trestle table
+schnitzel
+balloon flower
+Turkish coffee
+extension cord
+wireless local area network
+sluice
+umbel
+microeconomist
+sky
+aisle
+commander in chief
+hydroplane racing
+poll
+Coca Cola
+fuel injection
+bird pepper
+monkey puzzle
+English muffin
+riverbed
+varietal
+kachina
+airport
+saltwort
+oolong
+red-hot poker
+mihrab
+cocoa
+jersey
+Walkman
+syndic
+Hessian boot
+millstone
+carpenter
+outfall
+curbstone
+mocha
+field pansy
+patriarch
+slacks
+switchblade
+killdeer
+whelk
+pampas grass
+racquetball
+platform bed
+Indian rhinoceros
+Japanese iris
+blacktop
+dinner jacket
+stud
+jodhpurs
+telephone pole
+business district
+kurta
+basil
+handset
+file folder
+gloriosa
+orphan
+cantle
+cookie sheet
+cafe au lait
+drawbridge
+hill myna
+Western diamondback
+watch case
+cardcase
+bowling alley
+mattress cover
+canvasback
+pompadour
+cornice
+matador
+cigar cutter
+skunk cabbage
+baptismal font
+bitters
+refectory
+egg
+parula warbler
+tiger lily
+field house
+nanny
+skin-diver
+soda water
+lymphocyte
+carport
+chocolate fudge
+amphitheater
+sugar candy
+sea hare
+open-face sandwich
+dessert spoon
+staple gun
+envelope
+worker bee
+general
+garment bag
+maypop
+autobahn
+Atlantic puffin
+polo shirt
+Humvee
+spice rack
+grotto
+banderillero
+gaillardia
+black-crowned night heron
+oboist
+weigela
+Dictaphone
+dwarf iris
+marsh mallow
+yarrow
+eccentric
+catsup
+jade green
+mistress
+henbit
+beachwear
+head
+commuter
+strawberry tree
+chickpea
+clothespin
+fleabane
+brussels sprout
+winter melon
+Laconian
+great horned owl
+caricaturist
+nan
+flowerbed
+triple sec
+dairy
+round of golf
+cardinal
+kauri
+Zulu
+Armagnac
+cowberry
+mouthpiece
+wild calla
+bling
+puppeteer
+beer drinker
+adder
+field sparrow
+chocolate pudding
+blacksmith
+finback
+Shetland pony
+cheese fondue
+panty girdle
+soda can
+electrolytic
+florist's chrysanthemum
+yellow jasmine
+tudung
+equalizer
+ridge
+dulcimer
+grappa
+barn swallow
+coneflower
+enamel
+poached egg
+halfback
+yak
+toby
+Fleet Street
+blue catfish
+sand tiger
+flying buttress
+snaffle
+stoop
+first base
+cultivated land
+first lady
+waratah
+headquarters
+arnica
+lovebird
+common morel
+parasol
+disk clutch
+Xerox
+vitamin P
+vitamin B12
+long sleeve
+certified public accountant
+hot pants
+pitch pine
+pantie
+drawers
+cake mix
+boar
+grey
+bride
+false sago
+bullion
+coach house
+bass guitar
+Japanese banana
+meadow clary
+black belt
+Canterbury bell
+smallmouth
+treadmill
+great white heron
+enchilada
+rummer
+captain
+camisole
+wild garlic
+oak fern
+ultramarine
+peach
+hawkweed
+autostrada
+adit
+anaconda
+artwork
+skinhead
+jello
+hermit thrush
+Bewick's swan
+dress suit
+trail bike
+stubble
+common polypody
+Riesling
+Easter lily
+telegraph key
+envelope
+garlic bread
+perianth
+salad bar
+steppe
+club sandwich
+nude
+garden forget-me-not
+Tuareg
+flood
+Statehouse
+charcoal
+boy scout
+Rhone wine
+parfait
+spoor
+lanyard
+octagon
+brown bread
+quarterback
+quilted bedspread
+hookah
+Pepsi
+hamburger bun
+entrepreneur
+saddle oxford
+snake's head fritillary
+undies
+chemise
+skidder
+chickpea
+carnation
+honey bun
+mortar
+Montrachet
+automobile horn
+skylight
+gingham
+rafter
+pantile
+climbing frame
+scarlet runner
+cable
+cornstalk
+mockingbird
+raisin bread
+chili sauce
+hand calculator
+concert-goer
+detached house
+coq au vin
+lasso
+hyssop
+globe thistle
+paper clip
+slide
+Jerusalem artichoke
+tetrahedron
+mock orange
+lemon lily
+finger
+little sister
+handcuff
+horse wrangler
+pavlova
+oilcloth
+snow-in-summer
+common mugwort
+greenshank
+ice-cream cone
+rubber boot
+gunnysack
+disk jockey
+long trousers
+sorghum
+pontoon
+calf
+fire extinguisher
+cotton thistle
+pilot whale
+ao dai
+steamroller
+wristwatch
+tawny owl
+city
+country store
+ironweed
+kennel
+bathrobe
+rattan
+drawer
+fly tent
+choline
+musk thistle
+courthouse
+Yugoslav
+bush
+trawler
+shellflower
+jade vine
+ragged orchid
+pea soup
+King Charles spaniel
+hubcap
+snook
+paddy
+bow and arrow
+shovel
+dill
+cliff swallow
+cadaver
+hijab
+masterpiece
+fish geranium
+kettle
+sanitary napkin
+carrot stick
+Mountie
+peanut brittle
+dam
+jackal
+windowsill
+butterfly orchid
+bodice
+picador
+pale yellow
+beanie
+petiole
+tenor saxophonist
+bungalow
+gnomon
+stock saddle
+field glass
+rigging
+wood grain
+Speaker
+settlement house
+swamp milkweed
+paper nautilus
+tangerine
+champagne
+crescent roll
+library
+Schmidt telescope
+stemless carline thistle
+motorcyclist
+alpine ash
+planchet
+water closet
+casuist
+hand luggage
+hyssop
+spaghetti and meatballs
+cannelloni
+cedar waxwing
+water dog
+brick red
+linkage
+sweep hand
+purple heather
+macaroni and cheese
+butter knife
+refreshment
+malt
+St. Augustine grass
+wainscot
+compass
+gas heater
+tamale
+table saw
+referee
+borsch
+projector
+dracaena
+peppermint
+Reuben
+Abyssinian banana
+glassblower
+floss
+small stores
+artilleryman
+lapwing
+ranch
+garbage man
+dwarf banana
+commelina
+currant
+adulteress
+landlocked salmon
+pasqueflower
+nan
+tiger lily
+Eritrean
+rotunda
+catsup bottle
+mezzanine
+royal fern
+blended whiskey
+bowler hat
+mistletoe
+manor
+fusee drive
+pistachio
+dispensary
+swamp
+amputee
+sculptor
+schoolmaster
+Chinese anise
+dwarf iris
+livestock
+chronograph
+nectarine
+jockey
+plaster
+motel room
+swamp azalea
+hippeastrum
+space station
+duchess
+catacomb
+dovetail
+cockscomb
+common spotted orchid
+brittlebush
+cleats
+cloche
+hotchpotch
+cabin car
+prey
+indigo
+light beer
+bear's breech
+jonquil
+analyzer
+alyssum
+spur gear
+ice tea
+honey buzzard
+twayblade
+dirndl
+atlas moth
+croquette
+carafe
+flyweight
+professional basketball
+multivitamin
+air terminal
+phial
+roll-on
+skunk cabbage
+bird of paradise
+rose
+cooter
+camping
+divided highway
+herbage
+sweet vermouth
+common comfrey
+eggplant
+office building
+glutton
+gefilte fish
+bicycle rack
+swamp birch
+Venetian blind
+Pernod
+Norway spruce
+portrait camera
+bastion
+vitamin Bc
+Ugandan
+Indian red
+okapi
+emu
+vin ordinaire
+chintz
+shrimp cocktail
+numbat
+tall oat grass
+cable car
+stopcock
+ham sandwich
+Yemeni
+stanhopea
+plate
+chicken broth
+common yellowthroat
+California poppy
+radio
+chocolate egg
+mess jacket
+tea table
+physostegia
+Japanese flowering cherry
+confectionery
+chicken cacciatore
+painted nettle
+popover
+white rice
+strapless
+mohair
+electrical cable
+coil spring
+arterial road
+miniature fan palm
+spectator pump
+pesto
+interlocutor
+eastern kingbird
+dongle
+vitamin B6
+stuffed tomato
+cough drop
+okra
+black
+barbecue
+burial mound
+firstborn
+corn snake
+amberjack
+bollard
+horn
+Black African
+elbow pad
+Camembert
+circle
+Japanese apricot
+hearing aid
+rock star
+creature
+taster
+bubble gum
+scull
+lemon balm
+chaetodon
+anemometer
+brake drum
+fuselage
+courthouse
+aqualung
+yellow adder's tongue
+reception desk
+guy
+buffalo wing
+ginger beer
+robin
+pantothenic acid
+marsh hawk
+yellow journalism
+exhaust
+cardamom
+Tabasco
+ax handle
+patriarch
+floor
+pine snake
+spoiler
+hood
+sphagnum
+parrotfish
+orphanage
+redpoll
+beef Wellington
+white spruce
+cherry plum
+scapular
+field lens
+broomstick
+mouser
+wood thrush
+Nebraskan
+hotelier
+milk thistle
+soya milk
+Munich beer
+boucle
+snowy egret
+dust storm
+steward
+kudzu
+oriental poppy
+presbytery
+burro
+orange soda
+stonecrop
+splashboard
+menagerie
+dormer
+wire cutter
+yellow bells
+Dubliner
+shore pine
+cousin
+racing gig
+Morgan
+gold plate
+villager
+snifter
+granny's bonnets
+egg roll
+Spode
+amabilis fir
+babbler
+pestle
+heliopsis
+halter
+black spruce
+President of the United States
+ski slope
+chocolate fondue
+lockstitch
+motel
+Epipactis helleborine
+tabbouleh
+Yorkshire pudding
+overpass
+Timorese
+presbyter
+tablefork
+bottle gourd
+tiara
+vintage
+pilgrim
+reindeer moss
+shower stall
+towel rack
+kachina
+chef's salad
+breeder
+cow parsnip
+walker
+Black woman
+Irish coffee
+portrait lens
+lateen
+gilt
+successor
+cargo container
+Lithuanian
+mayapple
+paisley
+highchair
+strawberry jam
+flying fox
+field scabious
+blue-eyed grass
+screw
+Frisbee
+dressing room
+cholla
+walkie-talkie
+red currant
+centrifugal pump
+smorgasbord
+hot rod
+marcher
+rowanberry
+welwitschia
+amphitheater
+pew
+concert band
+bosom
+pillbox
+seagrass
+openwork
+meadow goldenrod
+shower
+chicken sandwich
+Boston ivy
+plastron
+oilfield
+stuffed tomato
+juniper berries
+frame
+Spanish mackerel
+family room
+powder horn
+fight
+maguey
+bunker
+work-shirt
+air filter
+nosh
+sugar bowl
+foothill
+reliquary
+tugboat
+horsebox
+grater
+palace
+board member
+campsite
+halibut
+geneva
+ginger ale
+high commissioner
+genet
+bodywork
+spaghetti
+protractor
+pipe cutter
+wood anemone
+turkey cock
+surge suppressor
+green turtle
+spoiler
+bedsitting room
+television room
+ballot box
+shasta daisy
+impeller
+capote
+bitter
+California wine
+lock
+spinnaker
+gill fungus
+baby's breath
+nut and bolt
+moonflower
+houseboat
+distributor cap
+coffee bean
+gusset
+bowling ball
+knitwear
+frieze
+mistflower
+roadster
+cue
+circuitry
+brake
+butt hinge
+Chickasaw
+leopard frog
+wing tip
+puree
+mantel
+pantheon
+grandfather clock
+cockchafer
+pomegranate
+cleaners
+eyeshadow
+Oregon cedar
+rock hopper
+hawksbill turtle
+agriculturist
+yellow-crowned night heron
+Albanian
+pumpkin seed
+chateau
+goggles
+camper trailer
+bracket fungus
+cigarette case
+signal box
+saddle blanket
+poison ivy
+set gun
+cattleya
+dry fly
+concert hall
+personal digital assistant
+talcum
+deodorant
+common starling
+painted turtle
+kea
+plenipotentiary
+pantyhose
+masjid
+buskin
+hurdle
+cocktail lounge
+belting
+sour dock
+knife blade
+sugar snap pea
+paddle
+dickeybird
+brace
+keep
+call center
+yacht
+lead pencil
+tumbler
+production line
+tetra
+private
+French window
+express
+ski boot
+pinto
+broad bean
+American crow
+screech owl
+snapper
+power cord
+Manx
+rambutan
+sun deck
+stonefish
+golden eagle
+national monument
+readout
+cork oak
+hacksaw
+beer can
+bathe
+tussock bellflower
+wet suit
+mihrab
+big game
+highlighter
+sprocket
+measuring worm
+grapefruit
+samovar
+distributor point
+steak knife
+incubator
+loon
+temporary hookup
+hippodrome
+hot spring
+spacesuit
+flea market
+clay pigeon
+catbird
+earmuff
+tetherball
+yellowfin
+cellophane
+lanolin
+clapperboard
+velveteen
+police dog
+cashew
+sequencer
+mango
+duplex house
+bazaar
+Golden Delicious
+red carpet
+collet
+kickstand
+broadloom
+diskette
+tank engine
+compact
+diesel-electric locomotive
+whale shark
+water moccasin
+mountain avens
+tropic bird
+ginkgo
+ski cap
+fixative
+glockenspiel
+chopine
+ethernet
+herring gull
+skeleton key
+finger paint
+conference table
+great crested grebe
+harbor
+white-crowned sparrow
+Bullock's oriole
+guestroom
+boutique
+cable television
+roulette wheel
+Luger
+Latin American
+trumpeter
+blindfold
+baby
+freshwater bass
+home plate
+bonefish
+giant sunflower
+giant tortoise
+planking
+pigeon hawk
+oceanfront
+door
+bazaar
+common wasp
+conformation
+kick starter
+kid glove
+corydalis
+shuttlecock
+writing desk
+ivory gull
+shirttail
+diving suit
+weka
+downy birch
+altar
+wild sage
+tufted puffin
+cabinet
+Orpington
+cineraria
+bottom
+dial
+coracle
+resort hotel
+soap dish
+spotted owl
+billiard room
+ghetto blaster
+red-breasted nuthatch
+hatchling
+chalet
+bracteole
+crusher
+mixer
+net melon
+farmhouse
+Dutch oven
+transept
+penlight
+palmyra
+stewing pan
+solar cell
+crochet needle
+black-winged stilt
+germander speedwell
+crinkleroot
+truncheon
+bunchberry
+hatchback
+sounding board
+mixing faucet
+chess master
+bisque
+Brie
+Sitka spruce
+pawn
+Mexican-American
+space rocket
+choreographer
+collared peccary
+duffel
+nacho
+patchcord
+carpet snake
+omnivore
+watering can
+hall of residence
+streamer fly
+sunroof
+great grandson
+oil refinery
+billiard player
+ivy geranium
+key palm
+pinwheel
+yellow-shafted flicker
+purple onion
+soldering iron
+condominium
+fishing gear
+heat pump
+marine iguana
+cuckoo clock
+Bletilla striata
+headrest
+spotted salamander
+field hockey ball
+pound
+carboy
+vertical stabilizer
+groundsheet
+cinnamon bread
+acorn squash
+sheathing
+lakefront
+Jeffrey pine
+synthesizer
+olive
+apple
+pannier
+ponderosa
+Jew's-ear
+latch
+equatorial
+metasequoia
+permit
+bloomers
+town hall
+fava bean
+casino
+bier
+jampot
+common snapping turtle
+clary sage
+oatmeal
+Dutchman's breeches
+massif
+Guyanese
+heifer
+handball
+sweat suit
+pomelo
+Iceland moss
+customhouse
+sandbag
+archer
+gyrfalcon
+sword cane
+marmite
+whole snipe
+blue crab
+sugar spoon
+brownstone
+chicken wire
+lizardfish
+dump truck
+chicken yard
+chamois
+electric
+idle pulley
+jujube
+wrestling mat
+aoudad
+Burmese cat
+water shamrock
+dormitory
+Unknown Soldier
+hearse
+bumper
+clipper
+desert pea
+critter
+semitrailer
+backboard
+common St John's wort
+Atlantic manta
+song thrush
+jukebox
+quoin
+eastern chipmunk
+copper beech
+paintball gun
+bull
+package store
+fraise
+royal poinciana
+niqab
+traction engine
+objective
+day nursery
+ski lodge
+orphan
+summer house
+cereal box
+router
+sleuth
+jodhpur
+polyp
+croquet
+sport kite
+green onion
+tulle
+etagere
+tussock caterpillar
+rest house
+elderberry
+bridal wreath
+Torrey pine
+silver wattle
+kidney bean
+pentode
+laelia
+Allen wrench
+sporran
+red drum
+tricot
+heterodyne receiver
+magazine rack
+stone curlew
+trawler
+suckling
+niblick
+sandwich plate
+double door
+Togolese
+pitching wedge
+desert tortoise
+cloth cap
+date palm
+webbing
+jumper
+frogmouth
+copperhead
+covered couch
+black mallee
+riser
+scraper
+gauntlet
+pantheon
+food court
+muntjac
+grocery bag
+bread-bin
+transmission shaft
+primigravida
+window seat
+crab apple
+seat
+Fresnel lens
+dendrobium
+hatchback
+little theater
+butter dish
+back porch
+umbrella tree
+carrot
+seventy-eight
+coconut
+music stool
+Tesla coil
+bay willow
+American basswood
+sabot
+wheel and axle
+gazette
+lute
+bassinet
+hart
+mecca
+breadbasket
+silverfish
+handball
+Scotch pine
+box camera
+stately home
+Hereford
+tread
+single-breasted jacket
+desk phone
+deodar
+professional boxing
+fly casting
+box wrench
+black oak
+martello tower
+red campion
+bullock
+sweet William
+bay leaf
+dollhouse
+flounder
+fox hunting
+beanbag
+king mackerel
+rouge
+film advance
+common mallow
+parasitic jaeger
+satellite receiver
+nurse shark
+chesterfield
+tomatillo
+plimsoll
+hatbox
+bloomer
+foul-weather gear
+longleaf pine
+horse mackerel
+tree lizard
+bark
+belfry
+Treasury
+perch
+purple finch
+stag beetle
+fragrant orchid
+tachymeter
+tadpole
+cookie jar
+knee piece
+agueweed
+bones
+chick
+golf glove
+toothpick
+taboret
+rotor blade
+field artillery
+purple willow
+redhead
+spark plug
+guava
+voice mail
+cross
+butterfly valve
+star magnolia
+olive
+room light
+Australian turtledove
+embassy
+Iraqi
+singles
+nestling
+spinning rod
+radial engine
+rowan
+sandbox
+boss
+moccasin flower
+veneer
+mint
+American chestnut
+white whale
+CPU board
+florist
+press box
+hurricane lamp
+giant kangaroo
+greater whitethroat
+winter jasmine
+blue
+department store
+southern red oak
+saber saw
+corn muffin
+bellbottom trousers
+toaster oven
+red eft
+condominium
+galago
+sunbather
+redpoll
+common European earwig
+songbird
+linnet
+light meter
+bracer
+tepee
+gumbo
+water glass
+roofing
+spathiphyllum
+shofar
+sand lizard
+washroom
+Brussels carpet
+brachyuran
+home room
+floatplane
+knee brace
+solar heater
+felucca
+gas ring
+maguey
+manse
+blue columbine
+cuppa
+cigar band
+male orchis
+mudskipper
+couscous
+Chinese parasol tree
+dude ranch
+banyan
+gopher snake
+sundrops
+aviary
+African daisy
+missel thrush
+Photostat
+stone pine
+circus tent
+tangle
+printer cable
+grease-gun
+rose chafer
+light pen
+plantain
+hearth
+bullfinch
+post oak
+slow loris
+Newtonian telescope
+head
+punt
+spindle
+New England aster
+spotted sandpiper
+pond pine
+grass skirt
+bug
+black rat snake
+tabasco
+bull shark
+tennis camp
+scrambler
+popinjay
+bing cherry
+ministry
+cash register
+redheaded woodpecker
+kameez
+farmer's market
+roan
+harpy
+European toad
+pizzeria
+camshaft
+hemp nettle
+chicken coop
+cottage pink
+daybed
+observatory
+airdock
+mountain devil
+newsstand
+kingfish
+snow gum
+jackdaw
+lacquerware
+peeler
+miro
+sister ship
+damask rose
+pack
+snowshoe
+Liberian
+paramecium
+tidytips
+professional tennis
+bookend
+wood swallow
+cayuse
+cranberry
+rock squirrel
+steak au poivre
+soul patch
+female mammal
+sash fastener
+songwriter
+oxeye daisy
+apse
+floor joist
+hand towel
+wheatear
+cero
+soul mate
+golden fig
+bus stop
+psycholinguist
+convenience store
+manor hall
+mountain sandwort
+Euopean hoopoe
+haricot vert
+mausoleum
+violist
+flashlight battery
+chard
+fixer-upper
+bank martin
+testudo
+diving duck
+kohlrabi
+Omani
+sphygmomanometer
+greyhound racing
+chestnut
+rattlesnake plantain
+chaffinch
+wolf pup
+teakettle
+cairn
+souk
+resident commissioner
+chuckwalla
+gaiter
+capercaillie
+liver chestnut
+bean sprout
+land line
+ambassador
+green pepper
+common chickweed
+Sharpie
+Oriental arborvitae
+oncidium
+pallone
+currawong
+sweet alyssum
+fire tower
+eyebrow pencil
+redfish
+apricot
+clementine
+blucher
+wigwam
+pangolin
+buggy
+common oak
+jumbojet
+laser
+cigarette holder
+racquetball
+georgette
+cleft
+scouring pad
+drum printer
+pond scum
+American red squirrel
+caranday
+swamp willow
+blindworm
+brook trout
+defense system
+nyala
+three-way calling
+mizzen
+shuttle
+African lily
+Oregon white oak
+rain tree
+fuel gauge
+oriental cherry
+wahoo
+pear
+jungle gym
+bass fiddle
+outrigger
+angelfish
+Old World coot
+lime
+battlement
+yarmulke
+herpes varicella zoster
+burp gun
+Alpine glacier
+stun gun
+pilot boat
+Southern crab apple
+bushtit
+pullet
+polo pony
+jackfruit
+raw vegetable
+French marigold
+golden shower tree
+spike lavender
+wahoo
+brass knucks
+cabbage palm
+diesel-hydraulic locomotive
+red jungle fowl
+prairie sunflower
+rye
+loofa
+icecap
+shade tree
+secretary bird
+saffron
+cos
+muskrat
+videodisk
+Carolina wren
+candy bar
+Bohemian waxwing
+flowering almond
+cold frame
+raglan
+pine siskin
+quince
+western red cedar
+red maple
+adobe
+agora
+kumquat
+tenement
+bantam
+bayberry
+water jump
+great granddaughter
+snips
+porcupinefish
+brochette
+love-in-a-mist
+Iceland poppy
+common sage
+pace car
+camel racing
+slipcover
+nopal
+shoehorn
+calypso
+rhea
+in-basket
+maple syrup
+cold chisel
+Pacific ridley
+dietary
+aperture
+lapin
+rock hyrax
+house wren
+litchi
+ragged robin
+control center
+shoebox
+arabesque
+eider
+silver birch
+bantamweight
+ax head
+softball
+blue gum
+Bechtel crab
+tomato sauce
+green douglas fir
+sweet gum
+macaroni salad
+red phalarope
+budgerigar
+Bedford cord
+Uzi
+green woodpecker
+ohmmeter
+bacon-lettuce-tomato sandwich
+hackney
+Easter egg
+motmot
+red pine
+opium poppy
+gat
+pussy willow
+greater scaup
+ocelot
+persimmon
+western hemlock
+carambola
+pinion
+Malcolm stock
+bobsled
+larkspur
+wood drake
+pinetum
+red gum
+draft beer
+funnel
+terrarium
+Pinot blanc
+doodlebug
+brittle star
+salsa
+cantaloup
+pollack
+stockpot
+eastern hemlock
+rock wren
+burqa
+squash
+aircraft engine
+billy
+flamingo flower
+odontoglossum
+old squaw
+redstart
+sheepskin coat
+mate
+flathead catfish
+gentianella
+bilberry
+bog rein orchid
+incense cedar
+mew
+Colorado spruce
+cob
+portmanteau
+grenadine
+common ginger
+masdevallia
+compound microscope
+sobralia
+white fungus
+guppy
+chapterhouse
+honey
+green frog
+sea swallow
+African marigold
+astrolabe
+verdigris
+yellowhammer
+carrot juice
+oxlip
+medicine ball
+highboy
+grass frog
+gamebag
+surgery
+mincer
+mulloway
+cactus wren
+box office
+resonator
+table-mountain pine
+European curlew
+supernova
+cabbageworm
+peach
+plane seat
+asp
+Yquem
+tomato hornworm
+rook
+quadruped
+chador
+micrometer
+dabchick
+Afro-wig
+balsam fir
+bucket seat
+sage green
+macon
+blue poppy
+chinquapin oak
+black pine
+spinach
+chrysalis
+carnauba
+tee
+bearberry
+shirt button
+tree of heaven
+southern white cedar
+covered wagon
+brood hen
+spadix
+European catfish
+winter wren
+bulldog clip
+carpetbag
+study hall
+chino
+simian
+closeup lens
+cookie cutter
+grapefruit
+mandola
+sassaby
+Allegheny plum
+piaffe
+scorpion fly
+booby
+draft animal
+field tent
+cumin
+laurel oak
+smooth-leaved elm
+American arborvitae
+American toad
+grinding wheel
+mountain ash
+cuttlefish
+pipistrelle
+parer
+safety rail
+Clark's nutcracker
+side-blotched lizard
+giant hornet
+wicket
+dugout
+electric toothbrush
+dhow
+common four-o'clock
+long-eared owl
+anchor
+near beer
+tansy
+creme caramel
+guided missile frigate
+shelduck
+durian
+compact
+iron tree
+shiitake
+polo
+camouflage
+pedal pusher
+salon
+tangerine
+lacebark
+Swiss mountain pine
+goalpost
+poolroom
+space capsule
+wild cherry
+dress hat
+wave
+raglan sleeve
+cassia
+Jerusalem artichoke
+cabbage palmetto
+marsh harrier
+American redstart
+sea squirt
+cliff diving
+sparrow hawk
+watch cap
+frankfurter bun
+police boat
+flash camera
+neem
+eastern meadowlark
+Italian cypress
+orb-weaving spider
+graniteware
+sewing basket
+latex paint
+rock dove
+stator
+leaf lettuce
+roulette
+broadcloth
+Spork
+panicle
+sternwheeler
+cider vinegar
+brown creeper
+cowfish
+closed gentian
+chickpea
+port
+pimento
+sheeting
+matilija poppy
+hawk owl
+guava
+papaya
+huisache
+European shrike
+racing skiff
+yellow warbler
+gumbo-limbo
+North Carolinian
+staysail
+court
+iced coffee
+money belt
+shaver
+Psychopsis papilio
+sumo ring
+refection
+kingfish
+clock pendulum
+greater butterfly orchid
+disk harrow
+tawny eagle
+polyphemus moth
+pieplant
+Nicaraguan
+bocce ball
+California box elder
+porbeagle
+crown of thorns
+Mexican sunflower
+fennel
+stream orchid
+slip ring
+white fir
+fold
+moss campion
+fairy ring
+hose
+pony-trekking
+western larch
+meadow pipit
+Cape May warbler
+longan
+bookmobile
+junk shop
+lemon shark
+smelling bottle
+solan
+widow
+sea pen
+universal joint
+day game
+goldcrest
+maiden pink
+biographer
+rotunda
+oriel
+arranger
+gambrel
+Angora
+fen orchid
+leading rein
+Wilson's snipe
+European nuthatch
+natterjack
+athletic supporter
+mouflon
+emergency room
+swallow-tailed coat
+western meadowlark
+feather star
+Navy SEAL
+toilet bag
+loquat
+lesser butterfly orchid
+thumbhole
+breathalyzer
+featherweight
+collards
+mayfly
+confessional
+mountain ebony
+redwing
+Norway maple
+refractometer
+stagecoach
+gasoline gauge
+octopus
+baker
+Rhode Island red
+European tortoise
+cardiologist
+Punjabi
+Arkansas kingbird
+tamarind
+drum brake
+flash
+yellowtail
+stokes' aster
+emperor
+free house
+sour gum
+ruddy duck
+hamadryad
+command module
+tinamou
+Norway lobster
+washstand
+European hornbeam
+roaster
+black-necked grebe
+tallgrass
+leopard lizard
+anastigmat
+Blackburn
+deutzia
+ground rattler
+Christmas fern
+wild pink
+sesame seed
+carrycot
+Italian parsley
+nectar
+roll-on roll-off
+true laurel
+anisette
+candy corn
+flowering maple
+revers
+dun
+tobacco hornworm
+common sunflower
+common grape hyacinth
+cardiograph
+electric meter
+herb Paris
+goalmouth
+spruce grouse
+canopy
+wind poppy
+stemma
+gateleg table
+lumper
+speckled rattlesnake
+gudgeon
+rough-legged hawk
+internal drive
+pomelo
+piece de resistance
+storm door
+clementine
+Japanese pink
+settler
+yellow jacket
+Fraser fir
+royal palm
+cicada killer
+cayenne
+guava
+bluewing
+red baneberry
+lesser yellowlegs
+cache
+bog rose
+sparring partner
+ski jumping
+sherry
+glacier lily
+beer mat
+shredder
+American widgeon
+protectionist
+green olive
+black-tailed deer
+Alpine fir
+dispatch case
+whipping cream
+African daisy
+cantilever bridge
+maraschino
+rhea
+ink bottle
+dacha
+hagberry tree
+lesser rorqual
+orchard oriole
+candidate
+cuticle
+breadfruit
+fishbowl
+giant puffball
+closed gentian
+Joshua tree
+tie rod
+beard lichen
+flame tree
+stegosaur
+acerola
+Swan River daisy
+common murre
+flowering almond
+protegee
+loggerhead shrike
+Wilson's warbler
+Japanese honeysuckle
+basilisk
+skimmer
+hybrid tuberous begonia
+pumpkin ash
+chafing dish
+collared lizard
+iced-tea spoon
+scrubbird
+Iceland poppy
+grey kingbird
+wallflower
+slick
+diesel
+Swiss pine
+ethernet cable
+ketch
+lightship
+black cherry
+swordtail
+Monterey cypress
+lightweight
+Floridian
+Sabine
+stall
+contact
+viola da gamba
+hemstitch
+upland sandpiper
+box spring
+sassafras
+radome
+lesser scaup
+bluefin
+yellow-bellied sapsucker
+armored car
+cabin class
+Moorish arch
+webcam
+aquavit
+overall
+sergeant major
+soft shield fern
+gin and it
+bobolink
+subcompact
+falconer
+black morel
+roadrunner
+lab bench
+thong
+coffee urn
+weeping beech
+caladenia
+southern live oak
+scanner
+wine vinegar
+common speedwell
+European roller
+fuji
+snag
+piping plover
+concertina
+secateurs
+meat thermometer
+supercomputer
+funnel
+dais
+western fence lizard
+spruce pine
+pommel horse
+Cassegrainian telescope
+pitta
+India-rubber tree
+mangosteen
+tamp
+aposematic coloration
+dustcloth
+birth
+Atlas cedar
+reed bunting
+jabiru
+sainfoin
+press photographer
+golden oriole
+laryngoscope
+thermal printer
+winder
+doubles
+cricket ball
+dabbling duck
+tonic
+Buddhist
+Morris chair
+swatter
+quaking aspen
+ancient pine
+American larch
+evaporative cooler
+click beetle
+yellow-breasted chat
+souchong
+bluegill
+pied-billed grebe
+tricorn
+spring beauty
+southern magnolia
+rowel
+chili
+hard roll
+flathead
+satsuma
+gangplank
+bourguignon
+cockfighting
+greenwing
+plum tomato
+fly orchid
+gnatcatcher
+spotted eagle ray
+ovenbird
+brassavola
+mocha
+candy cane
+afterburner
+thriftshop
+study
+winter crookneck
+grinder
+muskellunge
+sacred ibis
+inverter
+sandwort
+deer fern
+stair-carpet
+Cotes de Provence
+ovenbird
+rex begonia
+American woodcock
+poison ash
+lowland fir
+pawpaw
+loblolly pine
+kinkajou
+European hackberry
+pest
+coralwood
+Bedouin
+acetate rayon
+snuffbox
+radiator cap
+basket oak
+table-tennis racquet
+smew
+midge
+telescopic sight
+radish
+great burdock
+separate
+damask violet
+broadbill
+bourbon
+blacktip shark
+gift shop
+khimar
+date
+woodland caribou
+policeman bird
+grey birch
+American elm
+strawflower
+officiant
+hart's-tongue
+straight razor
+Spanish elm
+radicchio
+white croaker
+vicuna
+soft-shell clam
+flannel
+adonis
+bonito
+kittiwake
+English walnut
+soldierfish
+hipflask
+spotted crake
+Streptopelia turtur
+American maidenhair fern
+corn cockle
+telephone cord
+canopy
+playback
+diocesan
+marsh orchid
+manakin
+purple grackle
+cob
+fishmonger
+otoscope
+vermillion flycatcher
+inhaler
+instar
+licentiate
+myrtle warbler
+goat herder
+benthos
+toggle
+drumhead
+piranha
+doorplate
+vault
+triptych
+red-necked grebe
+transporter
+vernier caliper
+flathead
+Portuguese man-of-war
+countrywoman
+vacation home
+Bactrian camel
+night-light
+module
+lemon curd
+carancha
+painted daisy
+bok choy
+ratatouille
+troll
+escarpment
+cinnabar
+computerized axial tomography scanner
+lychgate
+sowbread
+bedside
+guided missile cruiser
+reel
+cleat
+hemostat
+blue shark
+Seven Wonders of the Ancient World
+motorized wheelchair
+pillow block
+horned puffin
+prickly pear
+electric range
+mother's daughter
+vein
+Oregon maple
+bird dog
+faceplate
+wren warbler
+feather reed grass
+common alder
+Adam's needle
+straitjacket
+organ-grinder
+gantry
+bikini pants
+peristyle
+herpes
+terry
+toad lily
+celandine
+red-breasted sapsucker
+bragger
+green peafowl
+fuschia
+quoits
+house martin
+dome
+herpes simplex 1
+touraco
+meeting house
+vacuum gauge
+cat's-ear
+crisphead lettuce
+carpet moth
+European rabbit
+puff adder
+Old World scops owl
+fire pink
+fruit punch
+ant bear
+black walnut
+stroboscope
+white mangrove
+pine grosbeak
+cast
+check-in
+ring-necked parakeet
+matai
+shingle oak
+fieldwork
+rue anemone
+landing net
+ouzo
+herringbone
+lyceum
+hydrogen bomb
+mullein pink
+masher
+evening grosbeak
+water vole
+livingstone daisy
+tomatillo
+cavalier hat
+interphone
+wild lupine
+goosefish
+sugar maple
+plantain
+white dead nettle
+Monterey pine
+bugle
+veloute
+marsh gentian
+Bermuda buttercup
+alehouse
+Peter Pan
+thong
+LP
+tulip tree
+scanner
+scarlet tanager
+music hall
+angel shark
+pecan
+eight ball
+rosy boa
+outboard motorboat
+garage
+fanlight
+black cottonwood
+notornis
+mountain fern
+lunar crater
+reddish orange
+whitetip shark
+executant
+European ladies' tresses
+washboard
+revolving door
+case knife
+balloonfish
+greater kudu
+tarpan
+cog
+wet fly
+Irish soda bread
+basement
+broken arch
+canopic jar
+muscat
+kazoo
+bobsledding
+loaner
+black guillemot
+English saddle
+garlic mustard
+Foucault pendulum
+mulberry
+clotted cream
+dove's foot geranium
+Atlantic ridley
+convector
+ground floor
+European wildcat
+poinsettia
+hideaway
+great barracuda
+black beech
+bushy aster
+cornflower
+tam
+true slime mold
+carving knife
+holly fern
+railroad tunnel
+crimson clover
+disposal
+etamine
+suspension
+plasmodium
+political scientist
+minnow
+Spanish rice
+twist bit
+subway train
+Scleroderma citrinum
+saw palmetto
+console
+gimlet
+hand pump
+waratah
+rock rattlesnake
+keel
+server
+curlew sandpiper
+hone
+sable antelope
+inkle
+photostat
+foresail
+sallet
+tiger salamander
+chutney
+onlooker
+Exmoor
+tiramisu
+drawing room
+battery
+sour orange
+juniper berry
+beeper
+funeral home
+fescue
+Maksutov telescope
+ranch house
+jai alai
+carob
+socket
+popcorn
+sandbar shark
+pipal
+summer tanager
+oast
+skipjack
+rolling stock
+dropper
+great snipe
+turnip greens
+cowpea
+honeycomb
+ichneumon fly
+maternity hospital
+harp seal
+nylon
+bomb shelter
+horse tick
+litchi
+camel's hair
+mimosa
+bur oak
+anvil
+belay
+pinhead
+continental breakfast
+burglar alarm
+Mojave rattlesnake
+auxiliary storage
+lightwood
+ratepayer
+cecropia
+retractor
+quadrate
+pepper tree
+Venus' slipper
+abattoir
+strawflower
+firewater
+purple saxifrage
+black rat
+pack
+pepper pot
+mayweed
+winger
+whitetip shark
+great yellow gentian
+snowdrop anemone
+garden angelica
+soy sauce
+white poplar
+inkwell
+crouton
+gas gun
+honey locust
+house of cards
+ice maker
+moquette
+arrack
+casualty
+butterfly orchid
+eau de vie
+mosquitofish
+prairie smoke
+haft
+horseshoe
+steel
+peach orchard
+Mexican hat
+encaustic
+shoe
+pennywhistle
+sweet woodruff
+hull
+doorsill
+globe amaranth
+day school
+housedog
+crown princess
+oxbow
+maxi
+positron emission tomography scanner
+compere
+European turkey oak
+peanut
+sentry box
+house physician
+hot line
+loquat
+rove beetle
+riband
+flowering fern
+fan vaulting
+ceibo
+bongo
+bat boy
+omelet pan
+European ash
+breadwinner
+gaff topsail
+clerestory
+bushbuck
+bluethroat
+khukuri
+Father
+portcullis
+candy egg
+brake lining
+lawn furniture
+buckskin
+garden pea
+Brazilian rosewood
+Italian bread
+horn poppy
+silk tree
+Christmasberry
+hotel-casino
+poplin
+false lupine
+desert sunflower
+mimeograph
+alpenstock
+cork tree
+cultivar
+common mosquito
+pollard
+black marlin
+understudy
+lancet window
+college
+breadfruit
+Herero
+Labourite
+bar printer
+squaw grass
+stelis
+firing chamber
+sycamore
+artificial horizon
+radiologist
+pansy orchid
+bicycle pump
+wraparound
+bell gable
+home computer
+orchard grass
+carving fork
+bergamot
+honeycreeper
+sewing room
+radiator
+core
+brown bat
+goose grass
+adjutant general
+Erlenmeyer flask
+massasauga
+tail rotor
+cardinal tetra
+Drambuie
+wine palm
+Sarcoscypha coccinea
+shantung
+Calvados
+garganey
+vicar
+house mouse
+creeping oxalis
+digital subscriber line
+cedar elm
+backgammon board
+blackberry-lily
+pallid bat
+New Zealander
+Barbadian
+rose geranium
+European spider crab
+gharry
+electric hammer
+mustard
+Chinese lantern
+laundry cart
+filament
+mozzarella
+gooseberry
+sukiyaki
+porkpie
+culvert
+altazimuth
+plum pudding
+serin
+Spanish dagger
+Asian crocodile
+crevalle jack
+mascara
+pig bed
+alderman
+northern shrike
+Sufi
+purple-fringed orchid
+derringer
+linseed
+hockey skate
+bell jar
+Japanese wistaria
+mantled ground squirrel
+western toad
+lieutenant commander
+mechanical piano
+ovoid
+paddlefish
+demijohn
+coast live oak
+brick
+gearset
+tailstock
+phonograph needle
+winery
+tuberose
+mother's boy
+shot tower
+crucian carp
+carpet pad
+lamb's-quarter
+Menorah
+common white dogwood
+hypanthium
+rosebay
+wild medlar
+soil horizon
+sweet orange
+bitterroot
+hand glass
+cloisonne
+towpath
+gum ball
+margay
+carambola
+bolt cutter
+charger
+vibraphone
+gueridon
+elephant tree
+wood-frog
+ash grey
+duffel coat
+third base
+chunga
+glebe house
+lake trout
+encephalartos
+Japanese oak
+northern red oak
+pruner
+blue orchid
+Biloxi
+western wood pewee
+corselet
+alabaster
+anechoic chamber
+grass pink
+wax begonia
+blue daisy
+pennyroyal
+Asian tiger mosquito
+cheese souffle
+flat bench
+caramel
+sump pump
+bush violet
+common fennel
+corner
+skullcap
+asparagus fern
+white mangrove
+calceolaria
+sateen
+saltbox
+hollowware
+head nurse
+coal miner
+mountain lily
+tufted vetch
+European perch
+line officer
+steamer
+stickball
+shin guard
+cauliflower
+Monegasque
+hatpin
+wolffish
+trackball
+khaki
+arthrogram
+rocket larkspur
+naval commander
+Gemini
+ski binding
+department head
+Chenin blanc
+wingstem
+knothole
+aerides
+sweet bay
+tautog
+gangway
+waterspout
+Hudsonian godwit
+armyworm
+incinerator
+kidney vetch
+pine nut
+cypress vine
+hip tile
+sorrel tree
+relay
+bench press
+Kentucky coffee tree
+dobson
+sapling
+false lily of the valley
+veld
+phaius
+vitamin B2
+beaker
+wall tent
+sieva bean
+dusty miller
+sewing kit
+cavalry horse
+diaper
+butterfly pea
+Spam
+saddlebill
+pearly everlasting
+kowhai
+Sister
+moneywort
+organdy
+pine marten
+bareboat
+hot-water bottle
+baby blue-eyes
+silver lime
+common cotton grass
+malmsey
+blue pea
+baggage car
+pineapple
+folding saw
+cotton rose
+brawler
+black duck
+Weizenbock
+pool player
+Gujarati
+wild duck
+purple sage
+sage grouse
+mail train
+arm guard
+short-spurred fragrant orchid
+queen
+eparchy
+spring peeper
+ortolan
+shoulder
+fighter pilot
+American beech
+snowcap
+novitiate
+roller
+butcherbird
+canyon oak
+brompton stock
+firebrick
+rudder
+light cream
+Primus stove
+nonsmoker
+probationer
+harp
+kosher
+surcoat
+videotape
+zebu
+first class
+yam
+car
+rissole
+miso
+funambulism
+attic
+curling iron
+shutter
+encolure
+split-pea soup
+yellow rocket
+gas oven
+ultracentrifuge
+chamomile
+canteen
+eyeliner
+yellow squash
+Irish stew
+collar
+doublet
+machinist
+septic tank
+snap bean
+Polyporus squamosus
+western tanager
+creeping St John's wort
+back
+sinkhole
+perforation
+Romanian
+epergne
+fez
+comfrey
+sidecar
+beach pea
+screen door
+instigator
+plughole
+woodbine
+pigweed
+hip pocket
+common scoter
+squeegee
+Surinam cherry
+porringer
+body stocking
+eatage
+shallot
+enlarger
+common canary
+trophy case
+gun case
+plow horse
+hot plate
+pearl oyster
+margarita
+madras
+backspace key
+pigeon guillemot
+pajama
+buckthorn berry
+homestead
+bedbug
+Linotype
+trundle bed
+granadilla
+theremin
+chin rest
+bouillabaisse
+tumble-dryer
+truffle
+cassava
+kurrajong
+gyroscope
+European silver fir
+C-clamp
+politician
+green soybean
+exponent
+flame tree
+scissortail
+achimenes
+crown daisy
+soft tree fern
+spaghetti squash
+pale violet
+beaver
+dashiki
+washboard
+driving wheel
+sack
+foulard
+sputnik
+boatbill
+English elm
+sack coat
+grog
+golliwog
+Malayan tapir
+May wine
+calash
+stile
+windjammer
+American sycamore
+rotor head
+fast food
+balata
+dragonet
+Emmenthal
+metronome
+negative
+meadow saxifrage
+rabbit ears
+chenille
+round
+hobby
+crankshaft
+Wilson's phalarope
+Murphy bed
+soil pipe
+forecourt
+policyholder
+tarmacadam
+loyalist
+gyro
+Queen's crape myrtle
+shortcake
+apple butter
+pumpkinseed
+heronry
+yellow perch
+baggage claim
+escarpment
+diaphragm
+mescal bean
+shunter
+flax
+columbarium
+Joe-Pye weed
+Neandertal man
+casement
+hole-in-the-wall
+Verdicchio
+futurist
+eaglet
+tassel hyacinth
+pup tent
+fawn lily
+cabbage palm
+pogonia
+hospital ship
+water mill
+Oregon grape
+lentil
+grindstone
+banana split
+inkberry
+coonskin cap
+bazooka
+wrap
+anise hyssop
+Java sparrow
+red-eyed vireo
+common opossum
+clintonia
+bustle
+booster
+tribesman
+soy
+panhandle
+jaboticaba
+locking pliers
+Sauvignon grape
+ghat
+screw
+oximeter
+white croaker
+saucepot
+eggbeater
+reticule
+cabbage bark
+looking-glass plant
+head gasket
+California sycamore
+cowbell
+Aleuria aurantia
+Herr
+lever
+spider orchid
+cashew
+shift key
+solar house
+wood chisel
+white
+mantilla
+stamp
+bolero
+rear admiral
+garden rake
+Lao
+crowbar
+lapdog
+buttermilk biscuit
+yellow bedstraw
+pickerel frog
+dowel
+serjeant-at-law
+mill-hand
+lambrequin
+state treasurer
+red silk-cotton tree
+coiffeur
+star anise
+shoulder pad
+marshal
+sitar player
+gown
+ground cedar
+hedge maple
+caddie
+pitahaya
+corn marigold
+stick cinnamon
+woodland star
+Eurasian green toad
+anti
+blueweed
+medicinal leech
+gaur
+chocolate kiss
+kit fox
+mother
+butte
+audio CD
+blast furnace
+vitamin D
+nutgrass
+cornice
+black sheep
+hearing aid
+lingonberry
+quad
+lentil
+riding crop
+pratincole
+pentagon
+sea lavender
+nerita
+flatmate
+catboat
+water clover
+angiopteris
+mushy peas
+crown imperial
+music school
+woodshed
+platy
+Turk's-cap
+rundle
+reading teacher
+hardtack
+balloon sail
+oriental spruce
+bluefish
+white mulberry
+horned violet
+satin bowerbird
+treasure flower
+sustaining pedal
+mimosa
+spurge nettle
+sea green
+hasp
+lederhosen
+pink cockatoo
+long johns
+basket weave
+freewheel
+thrust bearing
+timber tree
+orphan
+falafel
+common camas
+bird of passage
+bird's foot trefoil
+electric eel
+fizz
+grape arbor
+serape
+brace
+hazelnut
+kylix
+horse mackerel
+cassia bark
+lizard orchid
+spat
+Brown Swiss
+pocket flap
+pillory
+purplish blue
+rolling mill
+tappet
+broccoli rabe
+semi-detached house
+mushroom coral
+fly orchid
+nougat bar
+ball hawk
+sand wedge
+shirred egg
+black locust
+strip lighting
+drop scone
+brush turkey
+ball
+tragopan
+dallisgrass
+tuatara
+great knapweed
+potentiometer
+Kiliwa
+Pacific bottlenose dolphin
+accelerator
+Darwin tulip
+osteopath
+Arizona cypress
+manna ash
+butterbur
+cornelian cherry
+American holly
+nopal
+tanker
+foreshore
+ditty bag
+gas lamp
+safety razor
+chanter
+fomite
+chip
+striped killifish
+catalytic converter
+plaice
+dusty miller
+takin
+gerenuk
+corn chamomile
+Japanese pagoda tree
+boneset
+common osier
+Guinean
+taro
+plotter
+celandine poppy
+churn
+steenbok
+edible mussel
+sensitive fern
+triode
+black raspberry
+zoo keeper
+feather ball
+dredger
+starlet
+cornpone
+coat button
+rosinweed
+toy Manchester
+crested cariama
+finger food
+basilisk
+shotgun shell
+comfort food
+mountain hemlock
+candytuft
+Stilton
+record changer
+anklet
+ball valve
+Mediterranean snapdragon
+BVD
+sand cat
+Galloway
+nutmeg
+water-mint
+woodwaxen
+citron
+ark shell
+federalist
+drone
+cheekpiece
+hyperbaric chamber
+addax
+field-emission microscope
+synchronous converter
+men's room
+medlar
+electronic fetal monitor
+Sazerac
+false indigo
+roof
+passe-partout
+meadow spittlebug
+Phytophthora infestans
+oast house
+hedge nettle
+voting booth
+slender salamander
+telephone jack
+true bug
+scouring rush
+Scotch egg
+matchbook
+aperea
+cytomegalovirus
+garlic press
+cove
+whitebark pine
+Slovene
+narrow wale
+mother's milk
+Audubon's warbler
+prickly poppy
+cowl
+tailorbird
+mud brick
+bamboo palm
+welt
+Afghan
+Virginia spring beauty
+dinner bell
+night jasmine
+fly rod
+microtome
+aerie
+carinate
+picker
+brick trowel
+loving cup
+swathe
+green mayonnaise
+rivet
+bandbox
+newsroom
+tea tortrix
+bobby
+gig
+hush puppy
+garlic chive
+piston rod
+aspidistra
+bluejack oak
+harvest-lice
+strap hinge
+sour mash
+macadamia nut
+histiocyte
+fan belt
+shelf bracket
+abelia
+Hottentot fig
+fish chowder
+abettor
+compote
+beige
+dioon
+hop
+haymaker
+oilskin
+magnetometer
+tool bag
+tambour
+call girl
+gringo
+fairy light
+broad-leaved plantain
+second base
+zebra mussel
+Japanese cedar
+pistia
+swamp chestnut oak
+cashmere
+double cream
+samisen
+lamb curry
+companion
+kapok
+julep
+sweet woodruff
+gardener
+jewfish
+inspector general
+collembolan
+wheel bug
+bass
+scrubland
+wryneck
+macrozamia
+trouser press
+clove
+tiger cowrie
+yawl
+collard
+dildo
+pony cart
+ormer
+annual
+tessera
+chancellery
+two-toed sloth
+queen
+old lady
+wringer
+spritzer
+baggage
+black mangrove
+black-eyed Susan
+semifinalist
+highlighter
+alfalfa
+Easter daisy
+escapement
+operating table
+neutral spirits
+bursar
+roble
+entablature
+girl wonder
+farm boy
+ring ouzel
+permanent press
+auklet
+beefsteak tomato
+gaming table
+tea bag
+manul
+giant bamboo
+Ozark chinkapin
+matzo
+furrow
+smoothhound
+CD-ROM drive
+powdery mildew
+copilot
+garden
+American merganser
+bunsen burner
+Asian longhorned beetle
+lead tree
+creeping buttercup
+Percheron
+back brace
+axseed
+cub
+soul food
+rabbi
+edelweiss
+mineshaft
+fox grape
+sandwort
+torque wrench
+leisure wear
+Mae West
+broccoli
+loach
+maraschino
+heavy cream
+silkworm
+cirque
+vintner
+whitewash
+butterfly pea
+two-toed sloth
+midiron
+ceriman
+Bulgarian
+operating microscope
+sambuca
+California fuchsia
+silver maple
+tangelo
+black bean
+lugsail
+starting gate
+leek
+sunflower seed
+fish fry
+clinker
+synagogue
+coscoroba
+brae
+uphill
+common limpet
+golden plover
+cedar of Lebanon
+amphibian
+Canary wine
+taipan
+agua
+feeder
+parallel
+mater
+pink calla
+meat counter
+yagi
+crab cactus
+cacao bean
+bowfin
+alley cat
+stonefly
+Eastern cottonwood
+vernier scale
+marginal wood fern
+dancing-master
+detective
+yam
+textile screw pine
+hooch
+spinet
+single prop
+sassafras
+goose barnacle
+triple cream
+China tree
+peeper
+dressmaker
+snatch block
+ironmongery
+dressing case
+creeping bellflower
+silver sage
+honeydew
+eastern red-backed salamander
+peg
+nombril
+danish
+mashie
+anarchist
+alligator snapping turtle
+shepherd
+American white pine
+runner
+chalice vine
+rheumatologist
+defibrillator
+yellow chamomile
+lemon balm
+peacekeeper
+native beech
+sandwich board
+Bavarian
+titrator
+paneling
+deer mouse
+poteen
+sugar snap pea
+meadow salsify
+town crier
+best
+basinet
+common myrtle
+night lizard
+cushaw
+Tampax
+camphor tree
+gentile
+orange peel
+putty knife
+pyromaniac
+Brummie
+fever tree
+double
+nest
+inferior
+cabbage tree
+graduated cylinder
+mucor
+woodborer
+earthwork
+potato salad
+four-hitter
+gooseberry
+water vole
+ziggurat
+grapefruit juice
+four-in-hand
+cranberry bush
+diode
+videotape
+Mohican
+niacin
+beetroot
+shirtsleeve
+cork tree
+two-eyed violet
+white ash
+drawing chalk
+baked Alaska
+bone-ash cup
+toastrack
+diastema
+bed jacket
+dwarf astilbe
+yellow honeysuckle
+cow pasture
+sheet pile
+saxhorn
+upholstery material
+California white oak
+Spanish bayonet
+horsemint
+littleneck
+deflector
+magician
+standard transmission
+blue marlin
+shallot
+feijoa
+collar
+board
+jump suit
+common staghorn fern
+priory
+Xhosa
+Loranthaceae
+barbecued wing
+barmaid
+spit
+lemon juice
+umbrella plant
+field pennycress
+centenarian
+queen bee
+fish stick
+black bread
+dirk
+secularist
+German American
+spotted weakfish
+iron foundry
+speed bump
+yellow-fever mosquito
+gag
+frame
+black-eyed pea
+alcoholic
+involucre
+sperm whale
+balanced diet
+wax bean
+butcher's broom
+winter heath
+Mainer
+Australian pine
+gas guzzler
+double-breasted jacket
+pod
+palo verde
+trimmer
+wattmeter
+dyer's woad
+crotalaria
+vine maple
+sulky
+jack pine
+thumb
+Wilton
+Panchen Lama
+welder
+badminton court
+business editor
+Arabian coffee
+Kamchatkan sea eagle
+foamflower
+steep
+plane
+freckle
+cerebral cortex
+Vouvray
+tea
+forest tent caterpillar
+neckerchief
+accelerator
+jig
+bridal wreath
+highball glass
+New England clam chowder
+beach strawberry
+call waiting
+baton twirler
+double boiler
+Dutch elm
+car bomb
+filmy fern
+breviary
+Florida gallinule
+dace
+parsnip
+riparian forest
+crescent
+earplug
+grab bar
+cusk
+foglamp
+screwtop
+black mangrove
+mascot
+Welsh poppy
+gas holder
+support hose
+salsify
+red beech
+Indian python
+caroler
+pineapple juice
+lowboy
+terra sigillata
+black olive
+hypodermic needle
+radio-phonograph
+moussaka
+miter joint
+creche
+tuning fork
+black wattle
+affiliate
+vertical tail
+kiwi
+red morning-glory
+piping crow
+runway
+Kashmiri
+studio apartment
+sea feather
+Judas tree
+boatbuilder
+corn earworm
+fallboard
+Victrola
+lechwe
+goat willow
+turret clock
+Canada anemone
+leaf lettuce
+savoy cabbage
+headpiece
+Lebanese
+fothergilla
+hemlock
+toolshed
+silver tree
+blue-headed vireo
+weatherman
+cylinder
+caltrop
+adjutant bird
+driving iron
+millet
+European woolly thistle
+rose apple
+clown
+schoolfriend
+eastern coral snake
+barbecue
+executive vice president
+long-billed marsh wren
+brittle bladder fern
+tank destroyer
+left-hander
+matting
+catchment
+balsa raft
+eastern fence lizard
+color tube
+corncrib
+electric typewriter
+westland pine
+elder statesman
+whey
+plonk
+mound
+cittern
+nest egg
+copyholder
+China aster
+basking shark
+gavial
+common duckweed
+vanilla orchid
+red-shafted flicker
+granadilla
+sylph
+sty
+vest pocket
+potherb
+little brown bat
+Trapezium
+ordinary
+adult
+purple-fringed orchid
+abseiler
+disco
+metal detector
+beefsteak fungus
+ilang-ilang
+barley grass
+hawser
+suture
+brake shoe
+staghorn coral
+barbecue sauce
+Browning machine gun
+sarcophagus
+disa
+oven thermometer
+rosemary
+track
+gorget
+quince
+royal
+piston ring
+teak
+pin cherry
+Komi
+walking fern
+sloe
+synchronous motor
+fire-bellied toad
+Teleprompter
+co-star
+cape gooseberry
+oscillograph
+bass clarinet
+cock of the rock
+Tyke
+showy milkweed
+safety valve
+branch water
+sweet marjoram
+hugger
+crampon
+fairy godmother
+band-tailed pigeon
+snow-on-the-mountain
+minibar
+foreland
+grosgrain
+dita
+rampion
+calligrapher
+jointed charlock
+master
+sheepshead
+barrelhouse
+Carolina allspice
+mastic
+brake pad
+whiskey sour
+casement window
+conveyer belt
+stolon
+pavonia
+shinny
+witch elm
+logwood
+hostel
+pageboy
+vesper sparrow
+pyrrhuloxia
+common carline thistle
+wafer
+boysenberry
+screw augur
+hack
+American white oak
+governor general
+Mother Hubbard
+game fowl
+drosophila
+delft
+nymphet
+tollbooth
+chough
+Russian dressing
+plum tomato
+American saddle horse
+dusky salamander
+black medick
+red valerian
+cordage
+Elastoplast
+conacaste
+backlighting
+swell
+riveting machine
+cowpen daisy
+openbill
+water speedwell
+picture hat
+crested myna
+servo
+bletia
+garden trowel
+muscadine
+common caper
+false lily of the valley
+aralia
+sharp-tailed grouse
+cigar smoker
+bandoneon
+Chinese alligator
+crazy
+point lace
+charcoal
+Texas horned lizard
+marinara
+backstay
+Gatling gun
+piston
+game fish
+fall armyworm
+grammarian
+beer hall
+guadalupe fur seal
+sugar palm
+peanut
+velvet ant
+light machine gun
+rya
+cling film
+adobo
+myrtle oak
+angelica
+balsam apple
+windbreak
+brother-in-law
+snap brim
+automobile factory
+clavichord
+dusky shark
+edible banana
+altar boy
+California lady's slipper
+schoolbag
+wax bean
+Atlantic walrus
+bullpen
+straw wine
+thatch palm
+potluck
+tamarind
+charcuterie
+sod house
+tie rack
+liebfraumilch
+clinician
+scarlet lychnis
+Spanish iris
+bread knife
+water oak
+bedpan
+Angolan
+bassarisk
+Alaska fur seal
+African wild ass
+milk float
+froghopper
+Verpa bohemica
+water cooler
+chop suey
+ranker
+red helleborine
+Prince of Wales
+marmalade tree
+car train
+giant red paintbrush
+desert sand verbena
+right whale
+baron
+stevia
+asterism
+five-spot
+catapult
+Silex
+fiberscope
+refresher
+beef Bourguignonne
+snood
+divot
+waterproof
+crabeater seal
+Missouri primrose
+bumper guard
+rock opera
+Lilo
+coffee can
+smokehouse
+buffalo grass
+propjet
+ice tongs
+poop deck
+acorn barnacle
+veal parmesan
+shower room
+collins
+ringhals
+silage
+jawfish
+trouser cuff
+contour feather
+songstress
+rachis
+White Russian
+stanchion
+mastaba
+flatbed press
+viand
+legal representative
+espalier
+organic light-emitting diode
+sushi
+scorer
+haricot
+pinna
+plectranthus
+jungle cat
+dried apricot
+coach horse
+white fringed orchis
+veal cordon bleu
+bath
+dallier
+marching order
+donkey jacket
+Panama tree
+aerator
+klaxon
+pinnacle
+shouldered arch
+lesser celandine
+common eland
+Grand Marnier
+cock of the rock
+phlomis
+Japanese umbrella pine
+morning room
+dead-man's-fingers
+little auk
+bascule
+house paint
+home fries
+great skua
+cesspool
+flying gurnard
+wild crab
+checkerbloom
+Wollemi pine
+cheese dip
+coif
+charwoman
+tea ball
+waif
+Arctic ground squirrel
+parishioner
+stabilizer bar
+potentiometer
+black cohosh
+medlar
+willow oak
+cascara buckthorn
+scoutmaster
+Canada lily
+poppy seed
+paper mulberry
+blackthorn
+garrison cap
+inductee
+aeschynanthus
+interior live oak
+black spleenwort
+wild service tree
+sling
+nicad
+swab
+sego lily
+eiderdown
+fruit cocktail
+pallasite
+weeping spruce
+shiv
+sea lamprey
+coachman
+half binding
+American white birch
+gainer
+Concord grape
+yellow birch
+fucus
+common room
+io moth
+red osier
+crucible
+galangal
+salmagundi
+pepper steak
+cap opener
+swizzle stick
+tomato juice
+Nobelist
+Sarawakian
+African monitor
+sleeping beauty
+stereoscope
+curd
+pyramid bugle
+applejack
+dosser
+rake handle
+pilot light
+Eames chair
+Scotch and soda
+bell heather
+dinette
+blackpoll
+dogie
+sound camera
+cattle guard
+mashie niblick
+edible cockle
+monocle
+steak tartare
+partaker
+sidesaddle
+communications satellite
+porkfish
+water hemlock
+drawbar
+ultramicroscope
+Jamaican cherry
+craftsman
+lovage
+common apricot
+drum majorette
+backsword
+smooth alder
+Amniota
+dribbler
+theosophist
+dolman
+ivory tree
+Green Beret
+pipe smoker
+mayoress
+mignonette
+crampon
+henbane
+kirtle
+death's-head moth
+instep
+great St John's wort
+lorry
+black-necked cobra
+ball carrier
+Jordan almond
+byway
+earless lizard
+marble
+andiron
+high-protein diet
+buzzer
+ice floe
+crankcase
+Bofors gun
+sockeye
+veery
+Delaware
+caravansary
+prairie coneflower
+star apple
+suiting
+cot
+call forwarding
+American gallinule
+glossy snake
+rose chafer
+instant coffee
+placket
+Tarahumara
+pulsar
+philodendron
+orange tortrix
+cypress spurge
+Welsh rarebit
+music box
+giant crab
+vanilla bean
+water thrush
+prayer shawl
+gouge
+promoter
+dagga
+black currant
+bitter cassava
+drain basket
+snare
+digital audiotape
+retainer
+olive drab
+gluten bread
+graham cracker
+cheddar pink
+caregiver
+spray paint
+Anglo-American
+boatyard
+backbencher
+Link trainer
+bell arch
+weir
+arbor
+millionairess
+sour cream
+earthtongue
+crawlspace
+crossjack
+balalaika
+crupper
+western redbud
+guinea hen
+rangeland
+gaboon viper
+common louse
+single-leaf
+horseshoe
+balsam poplar
+triskelion
+jack-in-the-box
+jester
+rain stick
+glove compartment
+imperial moth
+Japanese beech
+biotin
+turnip
+oligarch
+western skink
+mudguard
+retsina
+data system
+green bristlegrass
+visiting professor
+beaded lizard
+weathercock
+Sloppy Joe
+high tea
+lightweight
+record sleeve
+cooler
+nodding onion
+pigs in blankets
+torque converter
+district attorney
+bunting
+orrery
+radiator hose
+common plum
+wood spurge
+calamus
+chicken Kiev
+pin
+lath
+telephone bell
+thistledown
+audiotape
+gypsy moth
+snuffer
+pari-mutuel machine
+peanut butter
+hearthrug
+sack
+Old World yew
+chives
+stovepipe
+xenolith
+mattock
+mangle
+electric chair
+backup system
+Empire
+blackwash
+dodder
+Allegheny chinkapin
+finger plate
+junk
+brown rice
+wild angelica
+chinaberry
+mason
+rasp
+den
+violet wood sorrel
+nosewheel
+plenum
+merino
+kirtle
+Igbo
+ensign
+sex symbol
+Belgian endive
+sugarberry
+yellow salsify
+purple emperor
+atlas
+African clawed frog
+leatherjacket
+midwife
+sac fungus
+European cuckoo
+three-day event
+Mexican poppy
+wagon tire
+armyworm
+rain gauge
+Oregon ash
+columbarium
+spectrophotometer
+Milanese
+pointing trowel
+casualty
+Eastern hop hornbeam
+lobe
+mouthpiece
+au pair girl
+giant water bug
+Browning automatic rifle
+laser-guided bomb
+drone
+white alder
+cockleshell
+mufti
+gravy
+berm
+boat hook
+marshmallow
+pet shop
+cowpea
+tactician
+wading pool
+anchovy dressing
+flip
+shackle
+Wedgwood
+thick-billed murre
+erecting prism
+giant salamander
+sleeper
+quiver
+chain store
+wing tip
+New World tapir
+witches' butter
+gendarme
+ginseng
+common maidenhair
+graduate nurse
+balsam pear
+hoatzin
+philanthropist
+axle bar
+gas meter
+moth mullein
+ragbag
+Chinese cabbage
+celery stick
+rutabaga
+scalpel
+cape marigold
+variometer
+argali
+brig
+shuffleboard
+wort
+Orlon
+epiphyllum
+allice shad
+coffee filter
+solar telescope
+Japanese linden
+thinning shears
+golden wattle
+queen triggerfish
+millinery
+surfbird
+flame fish
+clove
+dicamptodon
+red-bellied terrapin
+turmeric
+baya
+air horn
+Indian coral tree
+punnet
+sharkskin
+water crowfoot
+bight
+desert iguana
+Texas toad
+volva
+dredge
+Turkey red
+chemical plant
+gemma
+dice cup
+orange marmalade
+mistletoe
+surveyor
+frozen orange juice
+pallette
+poultryman
+burbot
+courlan
+captain
+saddlery
+bodyguard
+dwarf tulip
+black ash
+pulse
+nailbrush
+tickseed sunflower
+legless lizard
+shirtwaist
+polling booth
+chickeree
+garlic chive
+common thyme
+multichannel recorder
+screw thread
+sangoma
+calliopsis
+geoduck
+colleen
+bandicoot rat
+pastis
+swamp sunflower
+scorekeeper
+Honduras mahogany
+Australian pitcher plant
+triangle
+elevator shaft
+green pea soup
+carrel
+prairie aster
+bird's-nest fungus
+scarlet clematis
+gook
+mescal button
+carcase
+mulatto
+ejection seat
+strawberry daiquiri
+goat grass
+car battery
+babu
+chief of staff
+monilia
+Siberian crab
+ridge rope
+Morchella semilibera
+nutmeg
+moosewood
+graham bread
+California four o'clock
+zwieback
+velvetleaf
+abelmosk
+shadow box
+corned beef hash
+newsreader
+backstairs
+cutwork
+sherbert
+tooth fungus
+angel-wing begonia
+greasepaint
+common milkwort
+potato vine
+CD drive
+crepe de Chine
+sporting man
+koto
+armet
+barking frog
+celeriac
+drainage ditch
+black box
+steel blue
+clotheshorse
+corn speedwell
+drawknife
+spritsail
+vichyssoise
+modeler
+pocketcomb
+limey
+suslik
+cockpit
+digester
+brig
+raita
+troll
+benedictine
+rock wren
+lock
+Barnaby's thistle
+school bell
+school ship
+Soave
+falchion
+swaddling clothes
+terrine
+smoke screen
+rivulus
+sweet lemon
+cullis
+bustier
+peppermint
+Philadelphia fleabane
+Hampshire
+active
+charnel house
+face guard
+Quebecois
+facilitator
+tongue depressor
+bitternut
+heath aster
+sapodilla
+bluestem
+centrist
+Canterbury bell
+needlenose pliers
+groats
+tapa
+Qatari
+paper feed
+tilt-top table
+plastering trowel
+brazil nut
+rotogravure
+patriot
+manicurist
+bacon and eggs
+puffbird
+lightweight
+golden willow
+kaiser roll
+duff
+girandole
+seaside daisy
+Kurdistan
+Skivvies
+showboat
+fire bell
+lock-gate
+greater masterwort
+weald
+ice ax
+toetoe
+mess kit
+bucking bronco
+black turnstone
+backscratcher
+backpacker
+basement
+marbleization
+trigger
+satsuma
+fall-blooming hydrangea
+mountain lady's slipper
+yellow oleander
+crookneck
+ex-president
+Venn diagram
+psaltery
+bulwark
+old boy
+linear leaf
+aril
+butt weld
+fall webworm
+pruner
+bald-faced hornet
+nougat
+tailgate
+field speedwell
+potsherd
+center punch
+long beech fern
+desert paintbrush
+canyon treefrog
+bushel basket
+Eurasian
+swamp horsetail
+cryptanalyst
+wicket
+school newspaper
+captive
+spider brake
+electric mixer
+tumbleweed
+mason wasp
+sash window
+paddock
+wet bar
+oxtongue
+stevia
+wheat rust
+scute
+switch engine
+mud dauber
+dotterel
+snailflower
+common barberry
+mulligatawny
+cinnamon bark
+cigar box
+trivet
+proof spirit
+cream soda
+western grey squirrel
+baby powder
+Bren
+Japanese yew
+sailcloth
+Basket Maker
+bannock
+basidiocarp
+aphelion
+erect bugle
+limiter
+bosc
+Przewalski's horse
+helmet orchid
+audiometer
+battle cruiser
+grass widower
+staphylococcus
+Congolese
+common pitcher plant
+parliamentary agent
+Virginia snakeroot
+mockernut
+Siberian elm
+backbench
+rough
+chervil
+chlamys
+nationalist
+galantine
+screwdriver
+falsifier
+cancerweed
+spur
+jerkin
+porte-cochere
+dill pickle
+Montagu's harrier
+tetrode
+true fungus
+American quaking aspen
+vitamin B1
+leopard lily
+eggdrop soup
+aurochs
+core bit
+Jaws of Life
+trousseau
+parquetry
+Disciotis venosa
+tender
+beef goulash
+vitamin K1
+pepper spray
+covered smut
+hook
+sports announcer
+weapons carrier
+foxtail grass
+sloe gin
+mezereon
+antifouling paint
+pavior
+pile driver
+security consultant
+monkey-wrench
+Indian hemp
+amaretto
+American wistaria
+A-line
+market strategist
+rainbow runner
+souvlaki
+binturong
+stiletto
+gastrula
+Vietnamese
+Old World hop hornbeam
+cold cathode
+pier table
+houndstooth check
+prop root
+leaf-footed bug
+sedge wren
+Dutch iris
+drop curtain
+opossum rat
+lame
+pollen tube
+doubletree
+compression bandage
+pinon pine
+catmint
+pier arch
+kingmaker
+deanery
+loofah
+fullback
+fencing mask
+flying boat
+carpet sweeper
+lemon-scented gum
+Accipitriformes
+kit
+pigfish
+clipper
+dolmas
+lesser centaury
+blood agar
+water violet
+raw milk
+lemonade
+vicar-general
+supply closet
+Anzac
+confectioner
+ignition key
+velvet grass
+white willow
+John Dory
+ruddiness
+wheel
+common horsetail
+hubbard squash
+speculum
+Spanish bayonet
+mountain mint
+glint
+foxhole
+housemate
+bootjack
+sleigh bell
+clog dancer
+Mexican mint
+rendering
+Hausa
+star saxifrage
+spring squill
+clothesbrush
+liquid metal reactor
+Columbia tiger lily
+sorrel
+cartwheel
+Jersey
+Caucasian walnut
+desert willow
+surveyor
+elbow
+Santa Gertrudis
+fringe bush
+industry analyst
+lyrebird
+Cortland
+arroz con pollo
+catechist
+tank top
+jew's harp
+cereal oat
+heartleaf
+short sleeve
+butty
+butterfly plant
+stud finder
+felloe
+beer garden
+clevis
+wood warbler
+demerara
+cornetfish
+mince
+Jamaica rum
+Spanish broom
+binnacle
+camise
+ferrule
+Copt
+hall
+minicar
+scimitar
+cryptogam
+miter box
+limestone fern
+Marsala
+Parliamentarian
+gravy
+woolly bear moth
+formula
+squash bug
+pigmentation
+plate
+skin graft
+radiotelegraph
+hellbender
+soft pedal
+lavender cotton
+propagator
+Bailey bridge
+cottage pie
+rotgut
+A battery
+pintle
+off-line equipment
+European swift
+shrimp butter
+plumb bob
+trunk lid
+succotash
+yellow cypress
+heartleaf
+antelope squirrel
+sambar
+maternity ward
+deciduous plant
+bartlett
+Riesling
+sour cherry
+Klansman
+poke
+academician
+sociolinguist
+bird's nest fern
+common privet
+scale fern
+tachograph
+oyster stuffing
+pusher
+green June beetle
+staghorn sumac
+lockage
+master
+bap
+harlequin
+blackfly
+spotted coral root
+kahikatea
+cabana
+riot gun
+apple mint
+kob
+praline
+confidant
+pahautea
+float
+city father
+Zen Buddhist
+pessimist
+conference center
+banksia rose
+comfit
+sweet cicely
+winged bean
+henroost
+myope
+bunt
+nailfile
+yellow mountain saxifrage
+cruise control
+abandoned ship
+water chinquapin
+spanker
+wing nut
+puccoon
+pier glass
+Atlantic sailfish
+medlar
+buttercrunch
+rough-skinned newt
+planter's punch
+Dutch iris
+control key
+committeewoman
+torpedo-boat destroyer
+garambulla
+tree heath
+gladiator
+September elm
+inclinometer
+snowbell
+call-in
+sunsuit
+microfiche
+bluestocking
+cheval glass
+server
+franking machine
+sugar syrup
+Macoun
+transport ship
+alderfly
+wash-and-wear
+Abbe condenser
+bush nasturtium
+wild leek
+canary seed
+Northern Baptist
+sweet wormwood
+jaboticaba
+cardroom
+autoradiograph
+ash-pan
+sprinkler system
+rattrap
+claymore
+parts bin
+forest red gum
+thermonuclear reactor
+Indian crocus
+lector
+heir apparent
+leafy spurge
+masquerader
+varicella zoster virus
+cucumber tree
+hedger
+Shumard oak
+zooplankton
+quartermaster
+arrester
+bridge
+hop clover
+meadow foxtail
+winter hazel
+portable circular saw
+penuche
+limpa
+blue toadflax
+mesophyte
+Alpine anemone
+pet sitter
+avocado
+streptococcus
+fiber optic cable
+river red gum
+hornist
+chicken taco
+red spider
+tape grass
+densitometer
+salmonberry
+tiger snake
+hot toddy
+silver fern
+candlenut
+buckram
+local call
+defoliator
+king
+mahoe
+lever lock
+social insect
+winter purslane
+bootblack
+fireball
+ramie
+bellbird
+prepuce
+capote
+Chinese forget-me-not
+Pisces
+costume
+California black oak
+tree lupine
+golden polypody
+liger
+California whipsnake
+urodele
+sapodilla
+skillet bread
+duckpin
+supremo
+asparagus bean
+kampong
+endameba
+cow pony
+rider
+motherwort
+Persian iris
+soursop
+kohlrabi
+Parisienne
+irons
+doubles
+feijoa
+farmplace
+cottage cheese
+bezoar goat
+subcontractor
+blunderbuss
+down
+purple martin
+Lapp
+crenate leaf
+tobacco pouch
+beach towel
+Santa Lucia fir
+monetarist
+stringer
+ocellated turkey
+Texas purple spike
+ackee
+caddy
+hedge mustard
+second-rater
+strawberry bush
+valedictorian
+steak sauce
+prairie gourd
+aspirant
+mint
+Valenciennes
+vodka martini
+American persimmon
+big brown bat
+Mycenaen
+mouthpiece
+norfolk island pine
+pennyroyal
+Jewish rye bread
+granadilla
+tract house
+wall
+shuttle helicopter
+blackjack oak
+Lippizan
+storm window
+white zinnia
+sickle
+sushi bar
+polish
+baldric
+brooklime
+church hat
+control circuit
+vicuna
+death adder
+eukaryote
+durmast
+field soybean
+jacket potato
+wild basil
+queen consort
+brooklime
+octant
+blue false indigo
+broccoli raab
+step-down transformer
+date bread
+blue ash
+duffer
+oak chestnut
+pennant
+wedge
+Florentine iris
+morion
+weakfish
+morning dress
+public address system
+spearmint
+Ashkenazi
+sow
+interpreter
+Metis
+pita
+iron lung
+parfait glass
+cylinder lock
+immortelle
+obstetrical toad
+tee hinge
+successor
+western
+working girl
+julienne
+AND circuit
+spaghetti junction
+fer-de-lance
+enlisted woman
+star
+lightning rod
+bilge pump
+pacer
+horse nettle
+African oil palm
+blastocyst
+air hammer
+bamboo fern
+remote terminal
+lambkin
+money cowrie
+Pelham
+clinical thermometer
+wiggler
+guru
+false indigo
+tea bag
+foredeck
+king
+baby shoe
+mule
+grab bag
+silver-bell tree
+knitting machine
+cobia
+roulette ball
+larder
+button pink
+rumble seat
+noria
+queen mother
+solar thermal system
+aquaplane
+highbrow
+rusty blackbird
+desktop
+lima bean
+pontoon bridge
+watercress
+wild cabbage
+tumbleweed
+dressing sack
+compact-disk burner
+spittoon
+marrow
+sporophyte
+second fiddle
+pot-au-feu
+specialty store
+dry
+mole
+khadi
+japonica
+lovage
+squamous cell
+lobe
+European creeper
+brown pine
+bladderpod
+rumble
+French Canadian
+mascarpone
+Pacific halibut
+perennial ryegrass
+wine lover
+turbot
+longwool
+silver tree fern
+dust cover
+synchromesh
+corn pudding
+alpine azalea
+garboard
+cane sugar
+observation dome
+condensation pump
+hind
+taximeter
+hand drill
+gas thermometer
+jammer
+buffing wheel
+handstamp
+prairie mallow
+turkey stew
+sun spurge
+duck pate
+kibble
+Cassin's kingbird
+apadana
+Devon
+grinner
+oocyte
+blank
+header
+schoolmaster
+guard ship
+intravenous pyelogram
+rimu
+luff
+Mediterranean fruit fly
+singlestick
+lady-in-waiting
+curb
+birch
+limekiln
+orthoscope
+serotine
+Spanish oak
+swamp cottonwood
+edger
+city man
+picnicker
+white basswood
+Parsons table
+Christmas begonia
+perspirer
+Pacific tree toad
+Cape tulip
+finger bowl
+blue pike
+greengage
+handcar
+milkweed
+potbelly
+river dolphin
+creel
+typewriter carriage
+banteng
+pawnbroker's shop
+huon pine
+biennial
+man of action
+foundress
+caveman
+featheredge
+jordan almond
+sandblaster
+coralberry
+low-calorie diet
+hoot owl
+garter
+bain-marie
+wrecker
+fenugreek
+double-hung window
+idol
+scullery
+balloon vine
+summer savory
+winged spindle tree
+Helvella crispa
+walrus mustache
+gas engine
+boulle
+rush grass
+rue
+hoe handle
+cat fancier
+deerstalker
+dunker
+American red plum
+fall dandelion
+groover
+sprag
+stair-rod
+wish-wash
+pricket
+architrave
+California laurel
+net melon
+Arizona sycamore
+executive secretary
+silverweed
+silky cornel
+surface ship
+square sail
+common purslane
+villa
+holly-leaved cherry
+sweet birch
+pecan
+artillery shell
+breast pocket
+pirogi
+scarlet runner
+rabbit brush
+mealworm
+leather carp
+palette knife
+Jerusalem sage
+boneshaker
+slit lamp
+digital voltmeter
+polar glacier
+square-rigger
+homogenized milk
+Sten gun
+lesser calamint
+pyrograph
+Korean lawn grass
+Zinfandel
+crepe fern
+western ragweed
+clasp knife
+distributor housing
+cartouche
+scooter
+ski parka
+jackknife
+Carolina spring beauty
+soft diet
+candlesnuffer
+horse trader
+step stool
+agouti
+accelerometer
+annual fern
+judge advocate
+angelica
+roll film
+treehopper
+ombu
+comer
+sultanate
+kitchen help
+hooded ladies' tresses
+milking machine
+knuckle joint
+Jamaica honeysuckle
+music teacher
+sauerkraut
+Weston cell
+slivovitz
+Worcester sauce
+tall bellflower
+chancery
+prophetess
+casquet
+shortfin mako
+sorus
+visual display unit
+asp
+grenadier
+black pepper
+crottle
+erasable programmable read-only memory
+jabot
+ratchet
+disk controller
+chief petty officer
+tap wrench
+white mountain ash
+cultivated rice
+flying phalanger
+skillet corn bread
+BB gun
+Elamite
+European red elder
+reed rhapis
+ciderpress
+inga
+torpedo
+wild teasel
+bean curd
+oeil de boeuf
+acuminate leaf
+bitter lemon
+hitchrack
+Lorraine cross
+hostess
+European dogtooth
+adz
+polonaise
+rock sandwort
+Waldorf salad
+myrmecophile
+klystron
+mole rat
+draba
+corn borer
+robusta coffee
+chub mackerel
+leatherleaf
+chronometer
+Moselle
+sea aster
+fennel
+slop basin
+constable
+Brunswick stew
+hydraulic pump
+French omelet
+icebreaker
+Manx shearwater
+press of sail
+ninepin
+blue succory
+bootstrap
+hallstand
+chit
+firefly
+bearded seal
+fuel filter
+jezebel
+mate
+Roquefort
+cheesecloth
+plasterer
+blue pimpernel
+lake dwelling
+shrink-wrap
+goat cheese
+common gum cistus
+coastland
+Sunday best
+wild tobacco
+mandrake
+common unicorn plant
+barbican
+culotte
+blockhouse
+German iris
+tarragon
+caramel
+wild rosemary
+grain
+voyager
+squirting cucumber
+eastern narrow-mouthed toad
+creeping fern
+luge
+saffron
+garland flower
+furnace room
+starship
+Oriental scops owl
+Italian honeysuckle
+berserker
+Chinese elm
+scrubber
+bishop pine
+French polish
+compromiser
+skimmer
+river shad
+lobster thermidor
+leadwort
+man-of-the-earth
+razorblade
+vicegerent
+empress
+link
+ham and eggs
+wild lily of the valley
+blackfish
+splicer
+fossa
+mara
+moneygrubber
+brachiopod
+fauteuil
+caldera
+finish coat
+croupier
+termer
+leopard's-bane
+sei whale
+molucca balm
+dolly
+dog food
+term infant
+soft roll
+episcia
+sewer
+inquiry agent
+active citizen
+perry
+California newt
+moon shell
+bladderwrack
+common shrew
+dill
+Dutch elm fungus
+key lime
+electrometer
+divorce lawyer
+lamb's-quarters
+apple turnover
+shipmate
+Guernsey
+legionnaire
+electric blanket
+Rocky mountain pinon
+tobacco mildew
+stinking iris
+forestiera
+departure lounge
+wiper motor
+jurist
+scarlet runner
+pallbearer
+batter's box
+inertial guidance system
+fines herbes
+oilcan
+sisal
+mustache cup
+steamed pudding
+Visayan
+fiesta flower
+lady tulip
+lungless salamander
+batiste
+electrical system
+blazing star
+car carrier
+Walloon
+mother hen
+stump
+mulled cider
+secondary coil
+Alexandria senna
+etui
+scrumpy
+Havasupai
+jawbreaker
+glume
+ex-husband
+Eskimo
+Joint Direct Attack Munition
+number theorist
+five-hitter
+pinstripe
+Olympian
+common mackerel
+stone bass
+bigos
+Bahraini
+airbrush
+great ragweed
+glass lizard
+hand fern
+roundel
+riding master
+shoetree
+yellow avens
+old fashioned
+dolman
+stinger
+nursling
+legate
+faille
+golden fern
+bedpost
+shop steward
+kidney bean
+bladderwort
+internist
+limeade
+Bruneian
+Coloradan
+playsuit
+wintergreen oil
+Cantabrigian
+mutton snapper
+shot putter
+hand grenade
+moccasin
+cobnut
+marrow
+separatist
+cockscomb
+discharge pipe
+Gabonese
+spade bit
+chicken cordon bleu
+varnish tree
+European wood mouse
+striped gentian
+Ayrshire
+curassow
+moo goo gai pan
+malarial mosquito
+glow tube
+ledger board
+bib-and-tucker
+European chestnut
+suffragette
+color wash
+gaffsail
+golden larch
+voting machine
+Kahlua
+lungi
+amusement arcade
+Uzbek
+butternut
+mold
+mule's ears
+dickey
+shrimper
+trophozoite
+dreadnought
+shepherd's purse
+greenhouse whitefly
+spotted gum
+copperware
+perfect game
+semigloss
+spawn
+telecom hotel
+stakeholder
+mason wasp
+flibbertigibbet
+chin strap
+fringed pink
+saki
+urchin
+memorizer
+roulade
+whiting
+cling
+corncrake
+Queen of England
+choo-choo
+empty
+heating pad
+playmate
+visualizer
+popcorn ball
+absconder
+sou'wester
+target acquisition system
+mock-up
+dental floss
+tray cloth
+haddock
+bulblet fern
+housing commissioner
+delayed action
+anchor light
+harbor porpoise
+water wings
+PT boat
+night latch
+fennel
+doorframe
+green-tailed towhee
+grey polypody
+torture chamber
+American germander
+Chinese wistaria
+cattalo
+accompanist
+rifleman
+alpine clover
+contrarian
+lemon peel
+Mexican cypress
+sprog
+dado
+Galilean telescope
+desmid
+lockup
+Latin
+American raspberry
+mescal
+butternut
+prairie orchid
+downy yellow violet
+green hellebore
+radio compass
+bread and butter pickle
+Cherokee rose
+knish
+destroyer escort
+Arkansan
+langlaufer
+pyxis
+winter savory
+velocipede
+motley
+winter savory
+law student
+barren ground caribou
+apple dumpling
+field hospital
+works
+city editor
+European flatfish
+Morchella crassipes
+life office
+boot camp
+cream sauce
+cape aloe
+acetate disk
+devil ray
+tile cutter
+Plymouth Rock
+microspore
+godown
+Syrian
+tiercel
+American cranberry
+lesser spearwort
+anopheline
+Spanish oyster plant
+wire cloth
+attic fan
+birch beer
+small computer system interface
+crook
+ribbon fern
+explorer's gentian
+nagami
+I-beam
+rosebud cherry
+Jerusalem artichoke
+Stillson wrench
+pluralist
+district manager
+Levantine
+orangeade
+part-timer
+post horn
+Oregon grape
+contadino
+cargo helicopter
+silverpoint
+chaja
+California bluebell
+case
+Shasta
+cheese cutter
+Leishmania
+avalanche lily
+iron horse
+bialy
+Yana
+Delawarean
+Prussian
+nonpareil
+hammer
+hoper
+chewink
+anil
+skim milk
+desert four o'clock
+crescent wrench
+white marlin
+blue jasmine
+malacca
+anadama bread
+purple poppy mallow
+ganglion cell
+ligature
+no-parking zone
+golden clematis
+Cotswold
+aliterate
+shebeen
+yardarm
+superbug
+fanaloka
+stinking cedar
+spirochete
+wort
+pater
+heaume
+thermocouple
+ironing
+naval tactical data system
+European goatsucker
+prairie cordgrass
+accused
+foreign agent
+halberd
+western mugwort
+esthetician
+Persian lilac
+cracked-wheat bread
+crosscut saw
+rock penstemon
+paper cutter
+crematory
+ideologist
+cattley guava
+margarine
+creosote bush
+hoary plantain
+spark gap
+lumberjack
+Greek valerian
+mission bells
+tight end
+bigeye
+large crabgrass
+stone marten
+cleat
+lentil
+bay scallop
+lector
+charger
+assemblywoman
+second lieutenant
+boil smut
+sarsaparilla
+hydromel
+cat flea
+pinfish
+whole milk
+hairnet
+myeloblast
+peasant
+blind curve
+first offender
+dwarf-white trillium
+Brother
+coatdress
+gun emplacement
+tamarisk gerbil
+snap
+air cushion
+trailing edge
+potato vine
+gig
+everlasting pea
+champion
+dibble
+rattail cactus
+timothy
+prince's-feather
+cutlas
+lockring
+sealing wax
+Brussels lace
+corn mint
+highboard
+she-oak
+wild celery
+pillar
+Burberry
+Hakka
+leucothoe
+bell tent
+gallery
+coontie
+leather fern
+smack
+adenovirus
+linoleum
+chain wrench
+tammy
+gas fixture
+nut bar
+baneberry
+butterscotch
+goat's rue
+bullock
+grey snapper
+mother-in-law
+hyson
+wayfaring tree
+mollie
+needle spike rush
+buckwheat
+bayberry
+brush-tailed phalanger
+dry rot
+harborage
+stormy petrel
+Oriental beetle
+Atlantic halibut
+coping saw
+simple fruit
+viscose rayon
+surgeonfish
+upstairs
+security system
+common ragweed
+verticillium
+pancake batter
+hawk's-beard
+Dutchman's-pipe
+refrigeration system
+European parsley fern
+Ivy Leaguer
+totalitarian
+gonococcus
+towhead
+showy sunflower
+pallium
+multiengine airplane
+hair trigger
+rabbit-eared bandicoot
+siskiyou lewisia
+fuel system
+flat arch
+broad beech fern
+Alpine lady fern
+bracken
+Kentucky black bass
+rut
+mountain maple
+tunaburger
+umbrella fern
+white-headed stilt
+meat hook
+panhandler
+washhouse
+barnyard
+safety lamp
+leg
+ripple mark
+paper
+sagebrush lizard
+light heavyweight
+common nutcracker
+operator
+stalking-horse
+horseless carriage
+fishhook
+suction cup
+peg
+Ungulata
+false teeth
+round-bottom flask
+Luba
+campaign hat
+firebox
+rudder
+parapet
+ice pack
+appellant
+spirit stove
+metheglin
+common bamboo
+soapwort gentian
+pannikin
+time capsule
+burn bag
+folk poet
+tropical prawn
+end man
+new caledonian pine
+linen
+web
+free trader
+jury box
+railing
+pignut
+leaker
+potboy
+rubber boa
+white snakeroot
+plumber
+Candida albicans
+surfboat
+woman
+promulgator
+eyecup
+wild China tree
+rattlesnake master
+Viyella
+alpine salamander
+ailanthus silkworm
+Albatrellus ovinus
+war room
+meadow vole
+robotics equipment
+rotary actuator
+Engelmann spruce
+pinesap
+beefcake
+native speaker
+ridge
+injector
+water chute
+salmonberry
+decoupage
+bottlebrush
+date plum
+circlet
+American mountain ash
+pocketbook
+horsemint
+sweet four o'clock
+kirpan
+pinto bean
+chervil
+equator
+range animal
+candy thermometer
+calanthe
+cul
+stipendiary
+brahman
+pelican crossing
+topgallant
+wild senna
+sliding window
+carrier pigeon
+Tatar
+quadruplet
+bumboat
+spearmint oil
+slip clutch
+young Turk
+golden yarrow
+shank
+glasswort
+dental plaque
+Manduca sexta
+Northern bedstraw
+dent corn
+Life Saver
+western wall flower
+bedder
+wherry
+Tuscarora
+scrapple
+borstal
+reflux condenser
+problem solver
+nondriver
+perforation
+eastern cricket frog
+white wood aster
+broad buckler-fern
+Cape primrose
+herringbone
+head louse
+earl
+baton
+recording system
+primary color for light
+cherry laurel
+pomfret
+ratafia
+chocolate milk
+obscurantist
+revisionist
+rood screen
+magnetic needle
+commensal
+oil tycoon
+celebrant
+domicile
+harvest mouse
+California nutmeg
+greater spearwort
+black-billed cuckoo
+winepress
+demographer
+straw boss
+diabetic diet
+sweetmeat
+rabbet
+ming tree
+basketweaver
+freestone
+walk-in
+Aryan
+box coat
+audio amplifier
+chicken salad
+churidars
+whydah
+box
+batman
+siren
+selectman
+gouger
+drip coffee
+Caesar salad
+interpreter
+whinstone
+grey goldenrod
+minicomputer
+honey crisp
+hypercoaster
+Irishman
+swamp white oak
+reed canary grass
+globeflower
+cynthia moth
+fennel seed
+canthus
+chino
+blind date
+tar pit
+watermelon begonia
+fishtail palm
+overcast
+Pearmain
+primary color for pigments
+coal seam
+wherry
+safety bolt
+cretonne
+Michigan lily
+inflater
+moneybag
+huckleberry
+brassard
+bush vetch
+looking glass tree
+pinwheel roll
+alfalfa sprout
+sea kale
+clinometer
+achira
+lorgnette
+potter wasp
+gilded flicker
+tody
+capulin
+captain's chair
+crackle
+gerardia
+prie-dieu
+venture capitalist
+New Jerseyan
+block and tackle
+elf cup
+bur reed
+automatic transmission
+wax palm
+flytrap
+crack willow
+coachwhip
+swizzle
+lugger
+Dewar flask
+baster
+oxyacetylene torch
+Culex quinquefasciatus
+St Peter's wort
+wild hyacinth
+Russian almond
+burrfish
+wintergreen
+katsura tree
+butcher knife
+perfumery
+thresher
+porte-cochere
+sheepwalk
+hypotenuse
+Dalmatian iris
+buttercup squash
+demiglace
+goldenseal
+preceptor
+rigger
+poikilotherm
+old-age pensioner
+posthouse
+wood horsetail
+repeater
+reciprocating engine
+Rambouillet
+terra cotta
+togs
+battledore
+horizontal tail
+missile defense system
+trier
+morello
+woolly adelgid
+munition
+double creme
+in-fighting
+squirrel corn
+crow's nest
+antler moth
+brake cylinder
+bandoleer
+noticer
+Parmesan
+hipline
+cheapskate
+Dubonnet
+mole rat
+bog aster
+ribbon tree
+meadow rue
+nard
+ratel
+loose smut
+snapping shrimp
+golden glow
+basil thyme
+Florida strap fern
+moonshine
+flume
+lace fern
+black bream
+orchestra pit
+archerfish
+exile
+ringdove
+career man
+godfather
+bottom-feeder
+pasteurized milk
+dental implant
+pedicel
+Catalpa speciosa
+yellow foxglove
+lancet arch
+steam shovel
+sampan
+patrol boat
+sailor cap
+tollgate
+monal
+velociraptor
+cacique
+jack oak
+cursed crowfoot
+creep
+Parry manzanita
+common matrimony vine
+grace cup
+caecilian
+spurge laurel
+prickly lettuce
+Regius professor
+camail
+Sitka willow
+Courtelle
+gin sling
+dogmatist
+guest
+saltine
+dust cover
+sport
+sweeper
+feist
+lady's-eardrop
+vibist
+wire stripper
+tenpin
+interplanetary space
+beet green
+pruning knife
+drainage system
+gunnery
+ballet master
+lime juice
+flak catcher
+lacrosse ball
+Canadian aspen
+beatnik
+railhead
+utilizer
+spadefish
+Arizona white oak
+city university
+dense blazing star
+hedger
+chain pickerel
+right-hand man
+namby-pamby
+nacelle
+redneck
+tumbler
+Chief Secretary
+cannon
+cupola
+kummel
+papaya juice
+Burton
+Stanley Steamer
+loganberry
+stylus
+square meal
+rock bass
+western ladies' tresses
+dramatist
+assignee
+tandoor
+trumpetwood
+segregator
+green adder's mouth
+coral necklace
+ani
+iceboat
+densimeter
+oxtail soup
+kernel
+cos lettuce
+greenishness
+panchromatic film
+Parker House roll
+oatmeal
+backsaw
+double Gloucester
+bailey
+storage cell
+giant
+coconut milk
+broadtail
+barouche
+loir
+soybean meal
+white-leaved rockrose
+junction barrier
+spandrel
+sweat bag
+goldilocks
+flowering wintergreen
+cockspur
+beef fondue
+holding cell
+cardamom
+cagoule
+Kamia
+tangelo
+Herschelian telescope
+wine bar
+kachina
+sand sage
+guy
+ivory palm
+citrus mealybug
+topper
+ladyfish
+force pump
+fanion
+calaba
+Iowa
+orrisroot
+ivorybill
+Secretary of Agriculture
+gagman
+dry cell
+hypnotist
+kenaf
+grey alder
+deathwatch beetle
+gagman
+magnetic stripe
+trap door
+abdominal wall
+prefab
+broomcorn millet
+architeuthis
+angler
+Pacific giant salamander
+barbette carriage
+low-fat diet
+veal scallopini
+B battery
+wallah
+landing flap
+pistachio
+jaguarundi
+nagi
+cicerone
+felt fungus
+Aertex
+stocks
+smooth aster
+patchouli
+lemon sole
+sleeper
+basket fern
+dundathu pine
+anjou
+Moreton Bay chestnut
+broom sedge
+candid camera
+red angel's trumpet
+oilstone
+cinnamon toast
+Pacific walrus
+fruit custard
+Jehovah's Witness
+mate
+voyeur
+Esselen
+achromatic lens
+sanguine
+brine shrimp
+dunce cap
+swot
+transit instrument
+grey willow
+pack
+bench clamp
+Nova Scotian
+gadgetry
+silvery spleenwort
+enchantress
+rough fish
+morula
+giant taro
+sorus
+roux
+polyhedral angle
+spruce beer
+Chicano
+cola extract
+outfielder
+kohleria
+white-rumped shrike
+car-ferry
+subway token
+spoon bread
+totara
+corn borer
+bowhead
+tensimeter
+water scooter
+flickertail
+Catholicos
+pleaser
+blue-eyed Mary
+calabash
+handyman
+cascades frog
+facing
+scarlet oak
+lutist
+ginger
+tree tomato
+Harvey Wallbanger
+tent peg
+insectivore
+fusil
+swale
+chinning bar
+bladderpod
+New Dealer
+dhoti
+proscenium arch
+common vetchling
+channel
+collect call
+safflower
+Texas tortoise
+test equipment
+theca
+RAM disk
+sheep sorrel
+rammer
+buttonhook
+honey mesquite
+dominus
+babirusa
+queen
+Aspergillus fumigatus
+crash barrier
+nonmember
+Muscovite
+verdin
+Australopithecus afarensis
+Turkish Delight
+stalked puffball
+giardia
+divider
+mountain skink
+head smut
+pacemaker
+evaporated milk
+rattlesnake fern
+flamethrower
+navy bean
+bather
+steed
+showy orchis
+stone crab
+artichoke heart
+phantom orchid
+space helmet
+swamp laurel
+privateer
+junior
+surcoat
+bristlegrass
+flower girl
+aphid lion
+penthouse
+lemonade mix
+coude telescope
+natal plum
+scriber
+wood nettle
+rape suspect
+resplendent quetzel
+western poppy
+choir loft
+fore-topsail
+thyme-leaved sandwort
+erotic
+short circuit
+outdoors
+flowering tobacco
+hookup
+aviatrix
+corker
+horehound
+horn
+swamp pine
+water biscuit
+cherimoya
+vaporizer
+courtier
+European sole
+full skirt
+Mother Carey's chicken
+cymule
+huck
+white snapdragon
+mountain nyala
+country borage
+bonduc
+casein paint
+grampus
+shrimpfish
+lodge
+dragee
+black walnut
+caraway seed
+roper
+glass cutter
+tab key
+Richardson's geranium
+demigod
+chichipe
+Italian ryegrass
+cadet
+electrograph
+rudd
+carpenteria
+foie gras
+lignum vitae
+hedge nettle
+pledger
+American hackberry
+flageolet
+beaked hazelnut
+reflectometer
+sticky geranium
+marriage bed
+white pepper
+japanese clover
+whiteface
+gnat
+extrovert
+Canada plum
+talipot
+chicken stew
+egg foo yong
+fraxinella
+skibob
+saucer magnolia
+jacket
+green smut fungus
+cloakroom
+landing skid
+booth
+ice milk
+dipole
+striped coral root
+red buckeye
+roughcast
+breaststroker
+cowherb
+razor clam
+first-aid station
+briarroot
+clambake
+lander
+Bramley's Seedling
+frail
+jird
+minisub
+luging
+poison milkweed
+European lobster
+epidemiologist
+spandex
+paloverde
+marumi
+bypass condenser
+punter
+petty spurge
+Coryphaena hippurus
+bilberry
+vermillion rockfish
+witness box
+viscometer
+pulque
+Massachusetts fern
+herring salad
+ridge tile
+mesa
+dwarf grey willow
+southern aster
+punch pliers
+tarnished plant bug
+hoop pine
+Japanese red pine
+benedick
+rebozo
+silver plate
+silver willow
+mouse-ear hawkweed
+bonito shark
+abutment arch
+noble cane
+tiger rattlesnake
+pongee
+jumping plant louse
+pattypan squash
+giant ryegrass
+railroad bed
+stiff aster
+imperial Japanese morning glory
+laundry
+winter cress
+large white petunia
+tea maker
+pen-and-ink
+early warning system
+lug
+monocot
+sea wormwood
+breechblock
+postage meter
+third rail
+Mongoloid
+Australopithecus boisei
+umbrella tent
+stirrer
+Dumpy level
+beroe
+post and lintel
+green spleenwort
+tomato paste
+dishpan
+stentor
+sweatband
+cobbler
+New York fern
+gaff
+prairie willow
+cyclops
+jigsaw
+rotavirus
+pallet
+eastern ground snake
+boiling water reactor
+acute triangle
+agora
+European cranberry
+roebuck
+surgical dressing
+busboy
+cannikin
+feedlot
+common pond-skater
+cochin
+horsehair lichen
+fetter
+sapote
+fichu
+dermatologist
+fire tongs
+creme anglais
+foster-mother
+laurelwood
+chicken snake
+mincemeat
+rocker
+wild spinach
+powder and shot
+butterwort
+auxiliary engine
+mamey
+hart's-tongue
+sucking pig
+American turkey oak
+troopship
+buttermilk
+divi-divi
+boatswain's chair
+soda fountain
+southern flying squirrel
+elastic
+cutaway
+housekeeper
+renegade
+apple rust
+bridoon
+machicolation
+stunt
+keyhole limpet
+personality
+solitary vireo
+epidendron
+Jihadist
+boffin
+bettong
+terror
+partial denture
+pusher
+saltcellar
+capstan
+large poodle
+Bibb lettuce
+low-bush blueberry
+staple
+banded krait
+sickroom
+barnyard grass
+wandflower
+woodworm
+bluegrass
+squirrel's-foot fern
+rabbitfish
+delta wing
+milking shorthorn
+limber pine
+guru
+gamine
+scythe
+sweetsop
+Gruyere
+bloodmobile
+mine detector
+American mistletoe
+silver beech
+hound's-tongue
+Lombardy poplar
+basket fern
+pink-and-white everlasting
+redtail
+Aladdin's lamp
+mace
+outtake
+condensed milk
+Canada wild rye
+silver perch
+waxflower
+taxer
+Chinese chestnut
+Our Lord's candle
+mugwump
+school system
+salp
+osso buco
+dress shirt
+butterweed
+low-fat milk
+couchette
+broomcorn
+proscenium
+mill agent
+smut grass
+humpback
+southern spadefoot
+military leader
+canebrake rattlesnake
+tailor-made
+ebony
+beach house
+flying gecko
+hoary alison
+typhoid bacillus
+Romanov
+vanilla pudding
+sweet cicely
+Spodoptera exigua
+dress rack
+flannel
+skipjack
+bolognese pasta sauce
+rooibos
+thunderer
+blessed thistle
+gauntlet
+mahatma
+granadilla
+laurel sumac
+Yuma
+thyme-leaved speedwell
+encyclical
+twill
+linocut
+manna gum
+spark arrester
+cocklebur
+Indian hemp
+lemon oil
+Hall's honeysuckle
+raceway
+flop
+Himalayan lilac
+one-flowered wintergreen
+photosphere
+silvery spleenwort
+convex polygon
+canarybird flower
+foster-sister
+fluffy omelet
+palanquin
+roll
+dandelion green
+Javanese
+workpiece
+Carmelite
+bread mold
+schlemiel
+wild lily of the valley
+grugru
+solenoid
+puff batter
+skep
+balance wheel
+Gadaba
+portia tree
+mobcap
+two-man tent
+scuffle
+firebrat
+ant lion
+anise
+caster
+giant petrel
+American water spaniel
+naboom
+treasure ship
+foster-son
+fiddleneck
+alidade
+sugar refinery
+wild oat
+water beetle
+generic
+damson plum
+abrocome
+detainee
+pitch pipe
+coast
+nilgai
+radiotherapy equipment
+heart-leaved aster
+gristmill
+grocer
+Appaloosa
+Cheviot
+brake pedal
+lantana
+cave myotis
+Rob Roy
+sea spider
+latrine
+carpophore
+recycling plant
+coondog
+brace and bit
+funambulist
+eggar
+mantelet
+postdoc
+mezzanine
+coco plum
+pulse generator
+high-vitamin diet
+menhaden
+mechanical engineer
+bergamot mint
+Chuvash
+grated cheese
+helicon
+belladonna
+beet armyworm
+eelgrass
+resuscitator
+interrupted fern
+arrow grass
+cistern
+Pacific herring
+colostrum
+journal bearing
+Fauve
+wrist pin
+canape
+choice morsel
+quadraphony
+guard boat
+shortgrass
+claymore mine
+hitching post
+cargo door
+decoder
+gym rat
+Cocopa
+commander
+apple of Peru
+seckel
+yellow goatfish
+dog flea
+dodo
+oconee bells
+Tudor arch
+turkey stuffing
+ebony spleenwort
+wheat flag smut
+scolopendrium
+Brazilian pepper tree
+gusset
+inspector
+lunar excursion module
+baron
+plantigrade mammal
+Creole
+phosphate
+aromatic aster
+ghee
+audiovisual
+onychophoran
+cotton stainer
+lieutenant junior grade
+spheroid
+amen corner
+caper sauce
+Caladium bicolor
+dyer's rocket
+seaside goldenrod
+flint corn
+Very pistol
+rotifer
+steeplechaser
+rouleau
+escape wheel
+Namibian
+millivoltmeter
+emmer
+climatologist
+agateware
+sea lyme grass
+inclinometer
+water fennel
+saddle seat
+vicar
+garden cress
+ski rack
+Norfolk jacket
+casaba
+coast rhododendron
+sericea lespedeza
+hematocrit
+autopilot
+tilter
+finish coat
+Pennsylvanian
+shrubby St John's wort
+podocarp
+percussion cap
+ceriman
+peanut bar
+gean
+jack
+durra
+rotor
+carob
+cottage tulip
+three-spined stickleback
+trencher
+elevator
+kalumpang
+abaca
+Australopithecus robustus
+active matrix screen
+water bed
+hatmaker
+lodestone
+cat food
+overcup oak
+balletomane
+popgun
+rheometer
+process cheese
+frog legs
+heartleaf arnica
+p-n-p transistor
+steam turbine
+Tulu
+scalene triangle
+licorice fern
+coffee break
+trade unionist
+starved aster
+firing pin
+water gum
+Masonite
+hairspring
+seminarian
+blue racer
+forecastle
+scrub pine
+Atlantic spiny dogfish
+kopje
+orphrey
+fan tracery
+gee-gee
+vixen
+interstellar space
+Harris Tweed
+sawmill
+lemon mint
+bitewing
+ringlet
+Chinese mustard
+paleontologist
+American hazel
+brigantine
+clay-colored robin
+zombie
+nectarine
+West Indian jasmine
+pineapple weed
+rusher
+gynecologist
+pole
+thylacine
+myrtle beech
+golden cup
+woodruff
+T-bar lift
+terebinth
+service club
+homegirl
+Blue Mountain tea
+figwort
+New Hampshirite
+Stayman
+tonometer
+white turnip
+messuage
+cruet-stand
+colliery
+connecting room
+lesser twayblade
+bland diet
+crown prince
+beggarwoman
+restharrow
+bower actinidia
+firebug
+hepatic tanager
+telegraph
+Spodoptera frugiperda
+spackle
+carpenter's square
+pyx
+supermom
+thickhead
+whorled milkweed
+Arctic char
+Chinese rhubarb
+pince-nez
+wolverine
+tomato concentrate
+cascarilla bark
+red underwing
+leather flower
+Jerusalem thorn
+bullpen
+Salisbury steak
+anode
+coffeeberry
+bottling plant
+fritter batter
+aerial torpedo
+matrix
+local oscillator
+stalked puffball
+bruin
+three-cornered leek
+wassail
+stabling
+damping off fungus
+myriapod
+osier
+lesser kudu
+cownose ray
+chokecherry
+wagon
+obstetrician
+Glengarry
+even-pinnate leaf
+wine sauce
+osteocyte
+baker's yeast
+heir presumptive
+blackjack
+tympanist
+golden fern
+fipple
+Japanese oak
+bar mask
+stamping machine
+argus
+knobcone pine
+oil beetle
+lanai
+upper berth
+condenser
+proctologist
+catechu
+wild spurge
+vestry
+ground snake
+proton accelerator
+walker
+scarlet bush
+transom
+lagging
+bouillon
+slender loris
+black currant
+developer
+football hero
+plum sauce
+striped mullet
+prince charming
+fictional animal
+prosimian
+lug wrench
+lemonwood
+kirsch
+spy satellite
+black caraway
+Thompson Seedless
+bead tree
+purple fringeless orchid
+Virginia strawberry
+chigetai
+punkie
+gall wasp
+addressing machine
+rock polypody
+good-king-henry
+spring cankerworm
+wimple
+noncandidate
+saskatoon
+hacienda
+Darjeeling
+snowberry
+lounging pajama
+ascospore
+ski-plane
+hedgehog cereus
+Welsh onion
+yautia
+coaster brake
+sickle cell
+parrot's beak
+fuller's teasel
+painted greenling
+scablands
+stuffed cabbage
+barrel organ
+etcher
+dwarf maple
+camp
+Australian blacksnake
+currycomb
+obtuse triangle
+rose gum
+psychrometer
+abridger
+torpedo
+carpet loom
+sodalist
+slender rush
+loligo
+sclerometer
+wimp
+dotted gayfeather
+green ash
+pinstripe
+moralist
+medusa's head
+garden centipede
+heath aster
+fool's parsley
+olla podrida
+Potawatomi
+Edam
+toothache tree
+hulk
+seabag
+narthex
+compartment
+prairie star
+lookdown
+B-flat clarinet
+event planner
+clip lead
+shirting
+milk punch
+supercharger
+macadamia nut
+giant coreopsis
+computer store
+martingale
+keyboard buffer
+summer flounder
+squash ball
+gas turbine
+object ball
+plier
+black mulberry
+reef squirrelfish
+scampi
+willow aster
+bowler
+striped marlin
+smooth muscle cell
+diplodocus
+Liberty ship
+sponge cloth
+guitarfish
+walking leaf
+showroom
+California bluebell
+bolo
+turnbuckle
+boysenberry
+hardware
+Gael
+imago
+endorser
+jujube
+dust bag
+rapporteur
+field wormwood
+low-water mark
+naval missile
+Pacific yew
+reversible
+crabapple jelly
+poniard
+barricade
+spawner
+simnel
+seltzer
+deckle edge
+needle
+timbale
+satellite transmitter
+organization man
+job candidate
+orderly
+native cranberry
+fir clubmoss
+coaming
+chartered accountant
+electron accelerator
+Sierra plum
+American foxhound
+long underwear
+Penobscot
+blueberry yogurt
+biretta
+cascara
+Paranthropus
+Dorian
+nun's habit
+lenten rose
+Augustinian
+designer
+northern phalarope
+mombin
+hazel mouse
+reeve
+waffler
+telegraphy
+Verpa conica
+ignition coil
+Japanese oyster
+S-shape
+divining rod
+ant thrush
+throat protector
+interlocutor
+Desmodus rotundus
+pere david's deer
+attenuator
+Cypriot
+red sandalwood
+pendulum watch
+broadcloth
+striped drum
+sequence
+safety arch
+diapensia
+hog
+western spadefoot
+chlorella
+comb-footed spider
+Chechen
+darning needle
+C-ration
+hard beech
+piano action
+scaling ladder
+Nepal trumpet flower
+ravigote
+screw wrench
+ramekin
+Lyonnaise sauce
+dinner napkin
+partial veil
+masseuse
+coatrack
+mooring tower
+blue-eyed African daisy
+English horn
+baton
+rope tow
+toll bridge
+massage parlor
+quark cheese
+lounging jacket
+tall goldenrod
+flying jib
+coordinate axis
+barley-sugar
+integrator
+worm gear
+captain
+sweatshop
+class
+layer
+chili powder
+dripping pan
+oatcake
+newsroom
+tadpole shrimp
+rake
+trade magazine
+silks
+ram's-head
+senior
+knower
+masseur
+yam
+peg
+wheel tree
+hardbake
+test room
+long-spurred violet
+creeping spike rush
+shrapnel
+coffee senna
+matchbox
+creeping soft grass
+welder's mask
+pickaback plant
+urial
+hooded pitcher plant
+incense cedar
+Ohio buckeye
+ant cow
+skeleton fork fern
+Indiaman
+swamp ash
+testatrix
+marang
+spherocyte
+Winesap
+Indian mallow
+teju
+Yersinia pestis
+dye-works
+sauerbraten
+coral bean tree
+safe house
+postulator
+eyas
+lotus
+wood vise
+lady-of-the-night
+East German
+cymling
+rock candy
+western omelet
+anoa
+rainbow seaperch
+crossover voter
+Finn
+tree shrew
+hog plum
+Federal
+shagbark
+clockwork
+Alexandrian laurel
+metal wood
+brill
+military chaplain
+trend-setter
+call-back
+Indian rat snake
+spurred gentian
+Japanese maple
+forest goat
+bee moth
+viola da braccio
+duckboard
+armyworm
+hangnail
+counterbore
+cream-of-tartar tree
+Mullah
+bonbon
+water hazard
+temple orange
+corporatist
+rough bindweed
+Turkish bath
+mistletoe fig
+beach sand verbena
+caddisworm
+English plantain
+brown Betty
+power pack
+lion's-ear
+Francis turbine
+stayer
+dichondra
+marsh St-John's wort
+squab
+energizer
+common horehound
+mantispid
+pullback
+handwheel
+spark arrester
+yakuza
+Virginian witch hazel
+grunter
+waterworks
+bondwoman
+chain printer
+stockjobber
+coconut milk
+yardgrass
+blue chip
+bridle path
+riser
+pleurothallis
+saltwort
+salal
+broadside
+blackboard eraser
+bastard
+Para rubber tree
+red bat
+digital-analog converter
+calabash
+cashier
+cow shark
+horned pout
+microphage
+monologist
+woolly monkey
+Illinoisan
+marsh horsetail
+distaff
+siris
+eparch
+gooseneck loosestrife
+sounding rocket
+multiprocessor
+saiga
+xerographic printer
+madrona
+right triangle
+sweet gale
+red maids
+wolfsbane
+pork-and-veal goulash
+French sorrel
+mutterer
+Venetian sumac
+drumlin
+white crappie
+squire
+large-flowered calamint
+northern cricket frog
+mushroom sauce
+supertanker
+morello
+auxiliary boiler
+Virginia thimbleweed
+cottage tent
+bubble shell
+big shellbark
+wormwood sage
+cider gum
+coast lily
+American feverfew
+Peruvian balsam
+purple silkweed
+tobacco moth
+desk dictionary
+rock elm
+eastern indigo snake
+Japanese privet
+lamb
+levee
+L-plate
+soapfish
+painted tongue
+scuttle
+markhor
+Marburg virus
+mackinaw
+major
+crypt
+ball and chain
+domestic silkworm moth
+bottom feeder
+mistress
+death house
+freight elevator
+bellyband
+Pulex irritans
+Bacillus anthracis
+fire control radar
+hysterosalpingogram
+turbogenerator
+decompound leaf
+vambrace
+scentless camomile
+Medinilla magnifica
+prima ballerina
+Northern Spy
+quartz lamp
+grains of paradise
+justiciar
+felt fern
+seismograph
+Madagascar jasmine
+imaret
+white perch
+Alpine mouse-ear
+tea bread
+yellow bass
+poseuse
+espionage agent
+punching bag
+eurypterid
+orange sneezeweed
+banded stilt
+armhole
+postern
+mother
+kapuka
+catechumen
+Soubise
+Sauvignon blanc
+gunnery sergeant
+self-starter
+ceratozamia
+Atlantic cod
+Reoviridae
+blood cup
+horseshoe bat
+oriental plane
+voussoir
+fetterbush
+samara
+truncated pyramid
+lingcod
+athenaeum
+shyster
+Carolina hemlock
+submarine torpedo
+floating fern
+yataghan
+sun tea
+viola d'amore
+conenose
+ventilation shaft
+walk-up apartment
+saury
+wild wheat
+porcupine ball
+tahini
+kris
+grass fern
+drip pan
+black bryony
+Scotch broth
+tapioca pudding
+southwestern toad
+Hare Krishna
+guimpe
+wild madder
+megalocyte
+teaching fellow
+shrubby penstemon
+lesser wintergreen
+privet hedge
+Fahrenheit thermometer
+stern chaser
+prickly ash
+pump room
+ricer
+chicken mousse
+wing commander
+sun gear
+bolus
+alpine milk vetch
+opera cloak
+twinjet
+Goldie's fern
+abnegator
+alphabet soup
+node
+grape jelly
+early coral root
+Tarzan
+quarterstaff
+greeter
+Eurasian woodcock
+primary coil
+quirt
+tinkerer
+bolt
+creme de fraise
+voltage regulator
+news photography
+Jat
+bristly locust
+Gouda
+dickey
+lobster butter
+dwarf flowering almond
+fagot stitch
+Reform Jew
+ostrich fern
+bathyscaphe
+purple mullein
+alpaca
+civic leader
+jellaba
+Arizona ash
+wasabi
+Irishwoman
+choke
+stockinet
+religionist
+sewage disposal plant
+bittersweet
+Hyphantria cunea
+pheasant under glass
+screen actor
+chapterhouse
+quoit
+horseshoe bat
+rapper
+cupule
+planetary gear
+cascade penstemon
+redoubt
+salt
+areaway
+megalomaniac
+bush willow
+amethystine python
+plains spadefoot
+colour supplement
+kick pleat
+bell apple
+narwhal
+slippery elm
+stenograph
+baa-lamb
+quadrant
+balker
+jobcentre
+spit curl
+bastard indigo
+malacca
+serow
+adobe lily
+yacca
+palestra
+penalty box
+scrub beefwood
+reenactor
+screening
+white bryony
+alderleaf Juneberry
+harpoon
+alpine clubmoss
+neurosurgeon
+surrey
+sweet calabash
+Scotch laburnum
+coquille
+French honeysuckle
+extrados
+pipe cleaner
+southwestern white pine
+Virginian stock
+scaly lentinus
+aileron
+carob bar
+swordfish
+Alpine woodsia
+negus
+wireworm
+sweep
+goldfields
+drop arch
+European bream
+roly-poly
+pin
+bastard wing
+fustian
+wild buckwheat
+lake whitefish
+overcoat
+water filter
+Bermuda chub
+New Zealand spinach
+high-hat cymbal
+European larch
+radiologic technologist
+fine-tooth comb
+brunch coat
+splice
+electronic converter
+overmantel
+extern
+taper
+cluster bomb
+teletypewriter
+pinwheel
+trailing arbutus
+quipu
+creeping zinnia
+orange milkwort
+tabard
+Australopithecus africanus
+melancholy thistle
+insole
+courser
+darkroom
+surface-to-air missile system
+bark-louse
+Confederate
+neritina
+clip-on
+spouter
+trench knife
+outside caliper
+dhak
+Limburger
+chuck wagon
+buttercup squash
+shirtdress
+pouter pigeon
+dirty old man
+zodiac
+fennel flower
+mother figure
+appointment
+Manichaean
+lignum
+bouffant
+rum sling
+Ravenna grass
+hibachi
+gin rickey
+American harvest mouse
+cocozelle
+western wheatgrass
+black crappie
+rhombus
+Missouri goldenrod
+barndoor
+wild mango
+pneumococcus
+Boston lettuce
+ratline
+desert holly
+cobweb
+fluoroscope
+ethnologist
+tor
+bullshot
+stockade
+greave
+rock sea bass
+slip-joint pliers
+taxi dancer
+schizophrenic
+zill
+creme de menthe
+orange-blossom orchid
+divot
+supplejack
+busybody
+casemaking clothes moth
+ramrod
+gearbox
+birdcall
+Wiffle
+thwart
+beauty consultant
+chicken paprika
+trawl
+skep
+spirometer
+hopper
+kvass
+doggie bag
+bath chair
+showy daisy
+wild tamarind
+Tarsius syrichta
+glyptics
+Algerian
+cargo area
+bunk
+Velveeta
+iconoclast
+clinch
+New Caledonian yew
+false mallow
+Japanese tree lilac
+convex polyhedron
+water boatman
+cruise missile
+finisher
+colonoscope
+cumin
+wickiup
+saccharin
+whipcord
+trailer camp
+eryngo
+cuckold
+yam bean
+fighting chair
+forewoman
+galingale
+citron
+positivist
+four-lined plant bug
+suet pudding
+field pea
+Circaea lutetiana
+deer grass
+trap-door spider
+common corn salad
+mirror carp
+sounder
+second-in-command
+seaside alder
+burgoo
+ming tree
+curry sauce
+courbaril
+green alder
+figure loom
+fauld
+halfbeak
+squelch circuit
+cladode
+winter cress
+tongue and groove joint
+dwarf dandelion
+joss house
+western buttercup
+welted thistle
+potato tree
+anglewing
+cookfire
+marzipan
+hood latch
+seed shrimp
+common moonseed
+toasting fork
+bevel
+three-quarter binding
+midwife toad
+stage director
+Pentecostal
+technical sergeant
+golden-beard penstemon
+drunk
+silky oak
+corn gluten feed
+T-square
+stoker
+selling agent
+cruse
+server
+rope-a-dope
+bicorn
+matzo meal
+wide wale
+roadblock
+false foxglove
+tuck box
+bandsman
+smoke bush
+machinist's vise
+Highlander
+scholiast
+self-starter
+Swedish rye bread
+spark transmitter
+maverick
+maquiladora
+cabinetmaker
+compress
+rainbow shower
+huntsman's horn
+mackinaw
+copper rockfish
+lappet
+nitrate bacterium
+telephone plug
+soutache
+Dacron
+toboggan
+sissoo
+yogi
+laurel-tree
+vice chancellor
+Christ's-thorn
+cartridge fuse
+serial port
+quassia
+tarweed
+pecopteris
+beggarweed
+anchovy pear
+bookbindery
+woodland oxeye
+toad rush
+sandalwood tree
+marsh andromeda
+Tyrian purple
+boothose
+tragedienne
+fragrant cliff fern
+festoon
+bondwoman
+melancholic
+butternut squash
+exhaust valve
+semi-skimmed milk
+glowworm
+Virginia oyster
+Identikit
+ayah
+gallows tree
+Carioca
+monoplane
+jewels-of-opar
+scallop
+moth miller
+marsh cress
+lobed spleenwort
+ricotta
+emitter
+arame
+tub gurnard
+army attache
+maniac
+organizer
+pheasant's-eye
+Melba toast
+homeboy
+Bavarian cream
+Maximilian's sunflower
+backstop
+Tremella foliacea
+yellow avens
+spreading fleabane
+plumb level
+false rue anemone
+zabaglione
+climbing maidenhair
+doeskin
+walking shoe
+lancewood
+material
+jacksnipe
+South American poison toad
+agonist
+hinny
+paper mill
+psychophysicist
+valley girl
+toast mistress
+jorum
+tiler
+chicken Tetrazzini
+trivet
+grasshopper
+three-mile limit
+kink
+kiang
+pole horse
+jig
+Cornish heath
+hedge thorn
+false alumroot
+Popper
+remount
+photojournalist
+sideroblast
+stonecress
+Agave tequilana
+Japanese lilac
+hawse
+maenad
+air bag
+leaf spring
+dwarf willow
+soda cracker
+contralto
+moleskin
+pilaster
+Audubon's caracara
+pia
+American organ
+bleu cheese dressing
+betel palm
+PC board
+almond willow
+socializer
+tone arm
+stammerer
+free-liver
+scaler
+Gentianopsis crinita
+leak
+black haw
+hound's-tongue
+grass pea
+Stassano furnace
+coralbells
+ministrant
+perihelion
+Luxemburger
+powder-post termite
+arboreal salamander
+cushion flower
+foramen magnum
+pyrethrum
+poacher
+woolly mammoth
+horned chameleon
+tearaway
+father-figure
+tufted gentian
+salmi
+finger millet
+physa
+registrar
+polyoma
+bamboo shoot
+matchlock
+seine
+congress boot
+bulgur pilaf
+monosodium glutamate
+Kentucky wonder
+mycologist
+kedgeree
+ragweed pollen
+boarfish
+yellow pimpernel
+tan
+northern Jacob's ladder
+macrobiotic diet
+migrant shrike
+big-cone spruce
+colonialist
+white dogtooth violet
+bath asparagus
+webbing clothes moth
+ladies' room
+experimenter
+prairie bird's-foot trefoil
+bootleg
+cognitive neuroscientist
+fire chief
+flagfish
+dendrite
+stinking goosefoot
+fore edge
+hogfish
+Spanish cedar
+hotel-casino
+Tory
+life-support system
+pea flour
+cash bar
+Chenin blanc
+white-footed mouse
+Canada garlic
+salt-rising bread
+roomette
+mastodon
+bell founder
+long iron
+bi-fold door
+fig-bird
+European water shrew
+dyer's weed
+frog orchid
+allosaur
+Florida yew
+wild potato vine
+crape fern
+flat-topped white aster
+klebsiella
+oil heater
+waxmallow
+enjoyer
+mesocarp
+semidesert
+senior vice president
+coccidium
+burrawong
+syllabub
+jump suit
+harrier
+leaf roller
+cherrystone
+cinchona tree
+touring car
+eulogist
+air force officer
+red goosefoot
+cat thyme
+smoothbore
+slugger
+cardiac monitor
+cobber
+blister rust
+musicologist
+rolled biscuit
+Braun's holly fern
+hog plum
+nonpasserine bird
+pascal celery
+damson
+Jonathan
+Sheraton
+cohune palm
+egg white
+baton
+sixth-former
+Siberian pea tree
+choanocyte
+wineskin
+auditor
+detention home
+Leichtlin's camas
+Chartreuse
+clusia
+club car
+wattle and daub
+security blanket
+common American shad
+assistant professor
+marsh pea
+camomile tea
+gopher hole
+gravure
+Freudian
+spirillum
+maharani
+equilateral
+crow garlic
+mammee apple
+felwort
+hardtop
+dillenia
+curlycup gumweed
+pilot engine
+calcimine
+wooly lip fern
+bitter dock
+wineberry
+jumper
+monolingual
+spinning frame
+old-timer
+native cat
+diving petrel
+sodium-vapor lamp
+marchand de vin
+sexton
+matelote
+interior designer
+windfall
+mole salamander
+minder
+bodkin
+neutron bomb
+Caloscypha fulgens
+slinger ring
+mezzo-soprano
+aura
+Southern Baptist
+viscacha
+midfield
+tie
+prosthetist
+round-headed leek
+yellow mariposa tulip
+canary grass
+staddle
+Tokay
+Muenster
+brazil nut
+California black walnut
+applesauce
+penologist
+virgin's bower
+tenon
+steward
+Jerusalem oak
+red-bellied snake
+bindery
+scow
+fluid flywheel
+bullhead
+satinleaf
+clove
+double glazing
+matron
+wild parsnip
+winged elm
+shoot-'em-up
+musk deer
+white rust
+lock
+Cornishman
+Vidalia onion
+corn spurry
+freeloader
+justice of the peace
+inlay
+myxobacteria
+tiglon
+tangram
+German ivy
+scented fern
+woolly daisy
+caretaker
+gastroscope
+scuppernong
+spotted sunfish
+guilloche
+codling
+wormcast
+Eskimo curlew
+tayra
+European fly honeysuckle
+septuagenarian
+third gear
+coatee
+red alder
+water ice
+cubitiere
+frame buffer
+gamboge tree
+pernyi moth
+chicken Marengo
+Galliano
+Lincoln
+true sago palm
+hunter's sauce
+carpet beater
+alpine goldenrod
+arch support
+vehicle-borne transmission
+jilt
+paternoster
+redcap
+Siberian larch
+hoary plantain
+swan's down
+chicane
+reverse
+divan
+kneeler
+alexic
+mock turtle soup
+daffodil garlic
+mission bells
+squilla
+ursinia
+winter's bark
+trifoliate orange
+discina
+frijole
+Swiss steak
+maildrop
+knotgrass
+dog fennel
+drum sander
+heroin addict
+costume
+camber arch
+shining willow
+lutefisk
+red porgy
+microfossil
+good old boy
+angle bracket
+pitcher sage
+bordelaise
+heat exchanger
+carrion
+bush jacket
+fanjet
+coach
+blackface
+sicklepod
+Manhattan clam chowder
+daisywheel printer
+olive
+Sphacelotheca
+Spanish needles
+brown root rot fungus
+boudoir
+encyclopedist
+V-8 juice
+red haw
+brass buttons
+gym suit
+skywalk
+water wagon
+gas-turbine ship
+stoup
+lisle
+sailor suit
+box beam
+balm of gilead
+housemaster
+hayrack
+neutralist
+water elm
+brook thistle
+doyenne
+nark
+alpha-tocopheral
+WASP
+hydrilla
+water-shield
+footlocker
+variola major
+pargeting
+ion engine
+yellow globe lily
+Malecite
+bloodleaf
+yellow sand verbena
+whorled loosestrife
+packinghouse
+Carolina parakeet
+Virginia waterleaf
+armband
+red rockfish
+factory ship
+moon trefoil
+jump seat
+water gillyflower
+yerba mansa
+chamfer bit
+compass saw
+hopsacking
+Indian rhododendron
+sickbed
+treacle
+honey eater
+mailsorter
+seabeach sandwort
+sob sister
+primrose jasmine
+prince consort
+elocutionist
+wishing cap
+runner
+trestle
+sugar water
+half-and-half dressing
+fringed poppy mallow
+portiere
+bung
+swan orchid
+weather satellite
+beef broth
+marblewood
+sapper
+agitator
+wren-tit
+grade
+allspice tree
+spacewalker
+American hornbeam
+sieva bean
+dill seed
+potoroo
+love-in-winter
+alembic
+Cheshire cheese
+small white aster
+Oregonian
+flipper
+twill
+differential gear
+Prince Albert
+licorice
+foster-father
+Melkite
+portraitist
+Yosemite toad
+Cox's Orange Pippin
+slender wheatgrass
+knob
+silique
+Rocky Mountain bee plant
+stirrup pump
+chicken hawk
+sweetbrier
+Sierra lodgepole pine
+poulette
+biohazard suit
+striated muscle cell
+Geiger counter
+World Wide Web
+turmeric
+prairie wake-robin
+latchet
+pushball
+grill
+shooting lodge
+floating-moss
+refried beans
+boojum tree
+red poll
+toothbrush tree
+rabbiteye blueberry
+red haw
+sweet vetch
+delta
+upland cotton
+ballet mistress
+padrone
+complementary color
+great Solomon's-seal
+bud brush
+brandy sling
+spinster
+Andorran
+Mojave aster
+mackinaw
+golden calla
+bottom rot fungus
+segmental arch
+periwinkle
+hellion
+topknot
+copper
+Mexican hyssop
+weeping love grass
+point woman
+pathogen
+fall cankerworm
+common shiner
+silverspot
+corer
+atomic pile
+crystal detector
+yellow spot fungus
+truncated cone
+saprobe
+variegated horsetail
+Cro-magnon
+cercaria
+aglet
+pollster
+oyster bed
+pancake turner
+egg cream
+sporozoite
+quirk molding
+mutisia
+sound bow
+physic nut
+sugar-bush
+cow
+magnetron
+jungle hen
+brassie
+rock bit
+taco sauce
+seeded raisin
+desert selaginella
+folding door
+vinegarroon
+Pinot blanc
+rye
+ellipsoid
+betel nut
+tree of knowledge
+ambrosia
+long tom
+breechloader
+bicolor lespediza
+cosmetician
+monoblast
+American oil palm
+prancer
+farina
+caiman lizard
+hardball
+bullock's heart
+cotton rat
+whiting
+weather ship
+sharecropper
+creamcups
+gas bracket
+divinity
+ornithologist
+yellow twining snapdragon
+showy goldenrod
+end man
+heptagon
+sand dropseed
+round file
+guama
+blue elder
+sand spurry
+raccoon dog
+zigzag goldenrod
+fast reactor
+arctic willow
+cyclopean masonry
+punter
+sgraffito
+slattern
+storage ring
+clipper
+pulasan
+short-tailed shrew
+scammony
+daybook
+umbrella tree
+coloring
+element of a cone
+gesneriad
+cane
+burgoo
+western coral snake
+friendship plant
+Leydig cell
+scrutineer
+hairy golden aster
+inclined fault
+water milfoil
+bryozoan
+nardoo
+native pomegranate
+curly grass
+Florence fennel
+resurrection plant
+ice water
+crown
+ploughman's lunch
+clustered lady's slipper
+kitchenette
+sand sedge
+pouched mouse
+roadbed
+parsley haw
+predecessor
+super heavyweight
+seedless raisin
+mailbag
+sparling
+codling moth
+squama
+Bercy
+thermoelectric thermometer
+Jaculus jaculus
+saltpan
+firmer chisel
+round whitefish
+ramrod
+criollo
+pinch bar
+slash pocket
+thigh pad
+velvet plant
+intergalactic space
+brazilian ironwood
+whaleboat
+sirrah
+hanging fly
+aspirator
+Dominican
+dribbler
+yellow-eyed grass
+Cornish
+geophysicist
+tarmacadam
+marchioness
+rattlesnake orchid
+Alaska Native
+ilama
+myrrh tree
+zucchini
+licorice root
+nosebag
+lounger
+troposphere
+virginal
+spaghetti Western
+Virgin Mary
+waterwheel plant
+dry nurse
+enate
+carpet shark
+rijsttaffel
+stuffing nut
+caraway seed bread
+Leotia lubrica
+kaffiyeh
+Boston baked beans
+halophyte
+backscratcher
+instillator
+trefoil arch
+pip
+digitizer
+dosemeter
+Carolinian
+French sorrel
+boards
+historian
+rangpur
+clansman
+goral
+leatherjacket
+coiner
+fleece
+white globe lily
+storm cellar
+roundhouse
+mediatrix
+butterfly flower
+swamp gum
+prairie vole
+rhizomatous begonia
+common tobacco
+Marco Polo sheep
+subarachnoid space
+broomweed
+safety net
+silky wisteria
+swagger stick
+spectacled caiman
+derris root
+soap pad
+chop-suey greens
+summer hyacinth
+palo santo
+carbohydrate loading
+chinch bug
+roadman
+sheep plant
+messiah
+desk officer
+banquette
+drugget
+trumpet arch
+great duckweed
+purdah
+heartbreaker
+hasty pudding
+alligator weed
+dragee
+yellow bristlegrass
+Jacob's ladder
+campstool
+coffee fern
+sweet fern
+little chief hare
+cat-o'-nine-tails
+rep
+American red elder
+divorcee
+black salsify
+cambric
+sennit
+Canada ginger
+wonderer
+Formica
+cream-colored courser
+zooid
+European beggar-ticks
+sorrel tree
+piddock
+blolly
+red-flowered silky oak
+bay
+Hooker's onion
+dark horse
+cone clutch
+Roman hyacinth
+paintbox
+mestiza
+green alder
+bill
+panicled aster
+mammogram
+snuffbox fern
+Rediffusion
+swamp fly honeysuckle
+stoup
+psychiatrist
+nodding groundsel
+student union
+cold duck
+bee beetle
+playbox
+Psychopsis krameriana
+nosh-up
+earthnut
+narthex
+single-rotor helicopter
+revetment
+sweetleaf
+seasoned salt
+piculet
+speckled alder
+mackerel scad
+common yellowwood
+devisee
+static tube
+Spanish heath
+umbrella plant
+fucoid
+Chilean
+coral-root bittercress
+fanatic
+cachou
+agony aunt
+bird's-foot fern
+washwoman
+torchbearer
+placoderm
+frosted bat
+spicemill
+Cape lobster
+hard-shell crab
+colonizer
+camphor daisy
+friar's-cowl
+false tamarisk
+toggle joint
+tinsmith
+theorist
+hydrologist
+loganberry
+universal donor
+northern whiting
+tent-caterpillar moth
+russet
+kangaroo mouse
+African scented mahogany
+bastinado
+breast implant
+betel
+grade separation
+vox humana
+stodge
+Maryland chicken
+Anguillan
+oil pump
+governor's plum
+narcissist
+deadwood
+private citizen
+winker
+ropewalker
+gidgee
+Lothario
+ski resort
+major-domo
+von Neumann machine
+belaying pin
+water parsnip
+Fissipedia
+luggage carrier
+spring water
+oyster stew
+kohl
+celesta
+date-nut bread
+punchboard
+sunniness
+hospital train
+man
+rack and pinion
+mixer
+pousse-cafe
+narrow goldenrod
+Maxim gun
+stiff
+recruiting-sergeant
+watch glass
+white hellebore
+tung tree
+prairie white-fringed orchid
+beef Stroganoff
+scoffer
+grassy death camas
+Shawnee cake
+tapioca
+Short's aster
+banker
+laparoscope
+honeyflower
+Caterpillar
+electric clock
+baling wire
+huntress
+Surinam toad
+art school
+incurable
+Canton crepe
+apple juice
+hipline
+bronchoscope
+marshmallow fluff
+Texan
+wild fig
+sawed-off shotgun
+forestay
+red kauri
+fish slice
+Egyptian grass
+English walnut
+brown sauce
+ogee arch
+nectary
+chambray
+leather flower
+phloem
+Persian violet
+bomb calorimeter
+western narrow-mouthed toad
+soup du jour
+sickle alfalfa
+caracolito
+periscope
+coralberry
+sword bean
+sigmoidoscope
+water locust
+hygrodeik
+sycamore
+sheikdom
+ballistocardiograph
+clove
+akee
+fucoid
+jacquard
+cat's-ear
+puritan
+slender wild oat
+smooth softshell
+purchasing agent
+landing craft
+chartist
+lace bug
+sharksucker
+Virginia chain fern
+horseradish
+namer
+ripcord
+personage
+aspirin powder
+puku
+Wankel engine
+nightcap
+velvet bent
+roridula
+cytogeneticist
+olm
+almond extract
+common heath
+fringe-toed lizard
+Kentucky yellowwood
+lithosphere
+cramp
+bulgur
+scurvy grass
+officer's mess
+frigate
+electroscope
+giant chinkapin
+opah
+rutabaga
+wood hoopoe
+Farley maidenhair
+shingle tree
+argentine
+router
+palm nut
+quillwort
+hiba arborvitae
+runcible spoon
+hireling
+sickbay
+alpine totara
+white lupine
+Cotoneaster horizontalis
+desert plume
+staghound
+Sea Scout
+opalescence
+enophile
+Jersey elm
+coal house
+Helvella acetabulum
+selenium cell
+white camas
+creole-fish
+auger
+fragrant agrimony
+research center
+achromia
+shank
+cottonseed
+mod con
+extension
+sugar beet
+winter flounder
+silky dogwood
+strop
+tokamak
+rabbit ears
+baby farmer
+fireman's ax
+serration
+taproot
+socket wrench
+action officer
+Chilean jasmine
+Greek fire
+stem-winder
+body louse
+lumpsucker
+stink bomb
+American lady crab
+dicer
+lie detector
+maneuverer
+black-headed snake
+tiger moth
+shooting stick
+spermatid
+babushka
+deaconess
+home
+prior
+chanfron
+chickasaw plum
+big-eared bat
+rusty woodsia
+tertigravida
+miniver
+combretum
+habit
+bluehead
+angled loofah
+gipsywort
+fire-on-the-mountain
+purple milk vetch
+alpine gold
+merozoite
+loddon pondweed
+Uniat
+provost marshal
+Gyromitra fastigiata
+Coigue
+proconsul
+oarfish
+San Jose scale
+filature
+chimney plant
+spiny softshell
+bluecoat
+live axle
+river limpet
+clever Dick
+pink bollworm
+Japanese plum
+roarer
+caricature plant
+wardroom
+Texas chachalaca
+Bahia grass
+Moreton Bay tulipwood
+accessory fruit
+pearl barley
+ashcake
+bunt
+Polynesian tattler
+pine fern
+laughing owl
+potato fern
+speaking trumpet
+adjoining room
+bearing rein
+banana quit
+redbrick university
+Scleroderma bovista
+magdalen
+pressurized water reactor
+advisee
+NIMBY
+poorwill
+almond moth
+comedian
+star tulip
+cracked wheat
+water pump
+guest of honor
+yellow-breasted bunting
+hire
+pedate leaf
+augur
+purple locoweed
+Socinian
+upland white aster
+guesthouse
+double reed
+detention basin
+rollmops
+hitch
+bodega
+mayeng
+sparkplug wrench
+attack dog
+peach melba
+heliozoan
+tower mustard
+blue mold fungus
+lamplighter
+banded sand snake
+smooth crabgrass
+elsholtzia
+bodkin
+Aegean island
+bag lady
+alewife
+arcella
+electrical contact
+common ax
+animist
+concave polyhedron
+coalface
+climbing perch
+yellowtail
+hobble skirt
+marquee
+Russian dandelion
+snow mushroom
+polo ball
+NADA daiquiri
+cormous plant
+chaparral mallow
+inside caliper
+milking stool
+fallout shelter
+sea gooseberry
+Danish blue
+grissino
+chimney breast
+mosquito fern
+soundbox
+spring chicken
+epauliere
+cape forget-me-not
+japan
+saddle oyster
+white fritillary
+push-button radio
+bladder senna
+bladder stone
+macedoine
+moire
+Shawnee
+starnose mole
+douroucouli
+horseradish sauce
+electron gun
+cotter
+console
+park commissioner
+free press
+lump sugar
+western poison oak
+apple maggot
+keurboom
+lisper
+griffon
+burin
+horseshoe whipsnake
+Jacobean lily
+spinner
+cochineal insect
+emesis basin
+sowbane
+humanitarian
+uakari
+three-dimensional radar
+wild hollyhock
+heartseed
+swinger
+two-by-four
+mop handle
+common amsinckia
+traitress
+rush aster
+fibrous-rooted begonia
+violet-flowered petunia
+milliammeter
+alidade
+azure aster
+celery seed
+snorer
+scarlet plume
+obtuse leaf
+heathen
+rose chestnut
+headrace
+dwarf buckeye
+Pacific tripletail
+wiggler
+bounty hunter
+Lowlander
+slate pencil
+typist
+syconium
+vaquita
+skybox
+business lunch
+gusher
+curacao
+palometa
+Diapsida
+light diet
+sourdine
+thorny amaranth
+potato fern
+cartridge extractor
+peshmerga
+chaffweed
+tahoka daisy
+hematologist
+massage parlor
+diverging lens
+breadroot
+papyrus
+amarelle
+cover plate
+hubbard squash
+cryptomonad
+whitetail prairie dog
+rabbit burrow
+orthochromatic film
+goncalo alves
+Chile bonito
+tent-caterpillar moth
+Manila grass
+buck sergeant
+mustard seed
+crested wheatgrass
+wise guy
+asarabacca
+field pea
+bite plate
+barbasco
+heart-lung machine
+mouse-eared bat
+piping guan
+gun pendulum
+climbing onion
+fungus gnat
+Livonian
+one-hitter
+Chilean firebush
+Sonoran whipsnake
+round scad
+myelogram
+Rhodes grass
+vomitory
+roble beech
+South-African yellowwood
+molasses
+Velcro
+common calamint
+radiation pyrometer
+sketcher
+chaparral pea
+coffee stall
+Australian nettle
+bilimbi
+Khedive
+visionary
+field spaniel
+devilwood
+collimator
+Siberian spruce
+sling
+limestone salamander
+ribbon worm
+hazel
+petter
+coolant system
+artillery plant
+bailiff
+chameleon tree frog
+microsporophyll
+maiden blue-eyed Mary
+Drosophyllum lusitanicum
+cocozelle
+king post
+nailer
+knobkerrie
+tovarich
+Intelnet
+worm lizard
+drop forge
+wool grass
+brown bullhead
+anthropoid
+vitamin A2
+creche
+hickory nut
+whiffletree
+deipnosophist
+Muskhogean
+masochist
+hypsometer
+gliricidia
+complexifier
+wild licorice
+reconnaissance vehicle
+fives
+beefsteak plant
+eastern dasyure
+bookworm
+crested coral root
+wire recorder
+cinnamon vine
+bubble
+Newfoundland dwarf birch
+spruce bark beetle
+teetotaler
+fad diet
+ascus
+spicebush
+African coral snake
+soft-shell crab
+Postum
+packhorse
+sand cherry
+cricket-bat willow
+middlebrow
+Hungarian sauce
+buffalo clover
+jimsonweed
+latanier
+stablemate
+jumper
+zoospore
+smooth woodsia
+flowering ash
+unilateralist
+lomatia
+flapper
+wild cotton
+Siberian wall flower
+probe
+bankrupt
+blockade
+lemon geranium
+fig leaf
+basic point defense missile system
+clack valve
+buttinsky
+ingenue
+mountain everlasting
+zebra-tailed lizard
+shaving-brush tree
+evergreen huckleberry
+core drill
+lugworm
+Cashmere goat
+doorjamb
+minelayer
+student center
+horsehair
+European dewberry
+white broom
+arenavirus
+eastern poison oak
+rye ergot
+Tupi
+tensiometer
+fleawort
+coquille
+icing sugar
+junior lightweight
+Doppler radar
+mahuang
+candlepin
+chambermaid
+evergreen blueberry
+Eton jacket
+parvis
+solleret
+molded salad
+malvasia
+birth-control campaigner
+nonagon
+backswimmer
+ogee
+bowstring
+salt marsh mallow
+trapezohedron
+hoary willow
+speech therapist
+Zinjanthropus
+core
+red-backed mouse
+eptatretus
+mossy saxifrage
+Aristotelian
+Thessalonian
+searing iron
+bifocals
+falangist
+field pea
+packsaddle
+lay reader
+hoecake
+cuboid
+white maire
+iceman
+lobscouse
+neckcloth
+color-blind person
+Chinese holly
+assemblyman
+white-lipped peccary
+kava
+plastron
+crab louse
+hook wrench
+trailing four o'clock
+junior
+skilly
+internet
+tonguefish
+footman
+sub-assembly
+evangelist
+track
+bench lathe
+desk clerk
+scalded milk
+chamois cloth
+American marten
+chachka
+nondescript
+pellitory-of-the-wall
+swamp candles
+procurator
+cuddy
+farkleberry
+mountain male fern
+trawl
+dual scan display
+fish meal
+prospector
+convener
+guano bat
+ant shrike
+picture rail
+sand rat
+gynophore
+quilting
+sleeper
+summer savory
+Cotoneaster dammeri
+smooth sumac
+slumgullion
+suite
+catalufa
+spherule
+lean-to tent
+gryphon
+gas shell
+short iron
+sweet sultan
+dewberry
+Victoria plum
+American water shrew
+X-ray tube
+macebearer
+green arrow arum
+abbe
+poke milkweed
+atheist
+Fosbury flop
+Ord kangaroo rat
+moldboard
+wheat germ
+explosive trace detection
+whippoorwill
+examiner
+tallyman
+Crookes tube
+wild peach
+fringed grass of Parnassus
+Crookes radiometer
+Atlantic croaker
+lobster stew
+spring cress
+maggot
+pacer
+hydra
+Zionist
+pepper tree
+diamante
+baize
+Rhodesian man
+county agent
+respecter
+Anglican
+antimacassar
+materialist
+Swan River everlasting
+cloud grass
+toll line
+C battery
+chinese mustard
+grass poly
+warming pan
+seasonal worker
+common sickle pine
+bathysphere
+elegant Habenaria
+card table
+Chilean cedar
+brocket
+collimator
+malted milk
+avadavat
+fire marshall
+coloratura
+yellow spiny daisy
+fingerstall
+narrow-leaf penstemon
+indigo broom
+pillwort
+bearberry willow
+Etonian
+certified milk
+climbing bird's nest fern
+field coil
+wrist pad
+parr
+kaoliang
+engelmannia
+stocker
+satrap
+Nantua
+spearfish
+caper tree
+gold-tail moth
+mountain chinchilla
+sea milkwort
+westerner
+army cutworm
+leaf-nosed snake
+neurobiologist
+xeranthemum
+Eastern silvery aster
+ecclesiastical attire
+caper
+Ukranian
+bight
+button fern
+peach pit
+oligodendrocyte
+maar
+digitigrade mammal
+streptobacillus
+sensitometer
+preemptor
+oat
+bell foundry
+crown lens
+rock purslane
+Junior
+Brazilian guava
+kicksorter
+Ohio goldenrod
+red mulberry
+King's Counsel
+mountain four o'clock
+fairy shrimp
+fell
+oca
+sycophant
+chantry
+dermatoglyphic
+bomblet
+keyhole saw
+hangman's rope
+little barley
+lion-jaw forceps
+giant scrambling fern
+popper
+dulcimer
+Espagnole
+tardigrade
+smooth-haired fox terrier
+bullbrier
+rewa-rewa
+Japanese poinsettia
+trunk line
+cannery
+helminth
+American spikenard
+prince's-feather
+arthroscope
+ginger
+aphakic
+pilot bit
+angle of refraction
+low-sodium diet
+wall creeper
+growler
+praetorium
+Hall of Fame
+soupfin shark
+Molotov cocktail
+kaffir boom
+stitcher
+sawwort
+flagellant
+Atlantic herring
+Reticulitermes lucifugus
+voltaic pile
+snowy orchid
+southern flounder
+skysail
+osage orange
+white mullein
+lined snake
+tolu tree
+poliovirus
+foreman
+burette
+jackass bat
+invigilator
+electromyograph
+acarus
+presence chamber
+columbian mammoth
+hyacinth bean
+pilot
+meadow jumping mouse
+Maria
+outskirts
+aftershaft
+Queensland nut
+schlockmeister
+plainsman
+afropavo
+scarlet musk flower
+five spice powder
+gunboat
+multiplex
+Dutch uncle
+louvered window
+chimney corner
+cuscus
+psalmist
+Vichy water
+signer
+amphiuma
+harmonizer
+authorizer
+naiad
+control rod
+stentor
+mountain bladder fern
+gig
+read-only memory chip
+assenter
+vixen
+hermitage
+corn dab
+locksmith
+cockspur thorn
+variable-pitch propeller
+western red-backed salamander
+dolman sleeve
+cultist
+sweet buckeye
+pine vole
+Peking man
+mountain swamp gum
+nimblewill
+bethel
+aye-aye
+lancelet
+teff
+Alpine celery pine
+endive
+nipa palm
+center of curvature
+seeder
+Sabahan
+sea scallop
+social secretary
+gorgonzola
+western chokecherry
+misanthrope
+rabbitweed
+beggarman
+button fern
+white mallee
+doodia
+mastiff bat
+roper
+prima donna
+blanc
+holding pen
+fingerling
+skyhook
+flophouse
+steam chest
+crystallized ginger
+acrocarp
+horse pistol
+true mahogany
+costmary
+ballistic galvanometer
+jaunting car
+bartonia
+rep
+mandibular notch
+bubble and squeak
+umpire
+fringed loosestrife
+bear oak
+ski jump
+staggerbush
+plumcot
+thermal reactor
+field brome
+bodkin
+jackknife-fish
+malope
+writing arm
+gold fern
+Stayman Winesap
+merlon
+eclectic
+fluxmeter
+emeritus
+imam
+drum
+pop tent
+capital ship
+subalpine larch
+flail
+Lorenzo dressing
+tomboy
+eastern woodrat
+warrantee
+Pacific spiny dogfish
+sheepshead porgy
+farthingale
+Cryptoprocta
+power loom
+communicant
+howdah
+ectomorph
+false foxglove
+basset horn
+odd-pinnate leaf
+Wisconsin weeping willow
+Queensland bottletree
+dampener
+corbel arch
+silent butler
+Circe
+town clerk
+Japanese chestnut
+bloodwood tree
+switcher
+cup hook
+spreader
+rice rat
+straightedge
+traverser
+fluid drive
+Spanish paprika
+sour milk
+poison camas
+bean dip
+card table
+vinegar fly
+vizier
+electric-discharge lamp
+purple rock brake
+dynamo
+Japanese snowbell
+Grindelia robusta
+neuroglia
+safflower seed
+coronet
+frown line
+Renaissance man
+Steller's sea cow
+book scorpion
+isosceles triangle
+arthritic
+spherical triangle
+kangaroo mouse
+garden orache
+stemless hymenoxys
+titi
+out-basket
+gent
+columnea
+mint sauce
+mouthbreeder
+Liebig condenser
+cheerer
+assegai
+stickler
+Merostomata
+dimmer
+grey poplar
+common heath
+scorzonera
+glory hole
+Blackfoot
+oil slick
+musketeer
+apple geranium
+daisyleaf grape fern
+gas furnace
+bijugate leaf
+Arabist
+star-thistle
+hand throttle
+huckleberry oak
+lift pump
+maulstick
+Rome Beauty
+Newburg sauce
+pit
+volunteer
+Baldwin
+ark
+Asian horseshoe crab
+black calla
+marlinespike
+Gentianopsid procera
+guinea gold vine
+tucker-bag
+desk sergeant
+piezometer
+migrator
+keelson
+executrix
+sackcloth
+onion smut
+buckboard
+substitute
+pudge
+mess
+cinchona
+intervenor
+gravimeter
+pederast
+censor
+gastroenterologist
+cutlassfish
+launch
+demerara
+Diegueno
+bog bilberry
+aglet
+soda fountain
+crank call
+harpoon gun
+ribbon fern
+Gurkha
+output device
+epilating wax
+greasewood
+water horehound
+return key
+fairy swallow
+spatulate leaf
+culverin
+leptocephalus
+kleptomaniac
+barley water
+bleeding tooth
+Cheyenne
+maleberry
+limber
+tapenade
+whorled aster
+toe
+revenant
+lap joint
+vein
+truant
+florest's cineraria
+morning dress
+trichodesmium
+nightshirt
+element of a cylinder
+shopaholic
+section hand
+electrodynamometer
+Guadalupe cypress
+rosebud
+racist
+avaram
+keeled garlic
+Alaska rein orchid
+orange toast
+cunner
+dipstick
+Neolentinus ponderosus
+bulbil
+charlotte
+pull-through
+header
+Manduca quinquemaculata
+persona grata
+elegist
+cafe royale
+scup
+semanticist
+wood sage
+field magnet
+tundra
+bay myrtle
+alluvial flat
+arrowleaf groundsel
+celtuce
+baryon
+must
+entrant
+othonna
+pied-a-terre
+liza
+sticky aster
+grasshopper mouse
+prison guard
+tire iron
+bomb rack
+Spanish American
+sheltered workshop
+turfing daisy
+backbone
+tangle orchid
+creeping willow
+dumb bomb
+horse cassia
+barosaur
+Yavapai
+shrimp Newburg
+peanut worm
+dwarf chinkapin oak
+corchorus
+brick cheese
+by-catch
+stover
+Urnula craterium
+clasp
+Kekchi
+alpine coltsfoot
+soybean future
+altar wine
+ripping chisel
+encephalogram
+mountain spleenwort
+transferee
+remoulade sauce
+American rock brake
+stenographer
+read/write head
+loblolly
+ground
+powdered mustard
+brake band
+sea dahlia
+freak
+proconsul
+Coffey still
+Sivapithecus
+pellitory
+palm cat
+skew arch
+American angelica tree
+vigilante
+candelilla
+andryala
+amarelle
+swiftlet
+petcock
+associate professor
+sclerite
+open circuit
+Virginia crownbeard
+Last Supper
+button tree
+scyphozoan
+margate
+mercury cell
+horsewhip
+water scorpion
+companionway
+drop cloth
+Amhara
+miraculous food
+pro-lifer
+embryologist
+Creole
+bombazine
+Indian blackwood
+cubeb
+trace detector
+gros point
+main-topsail
+meringue kiss
+spree killer
+capstone
+specimen bottle
+woolly apple aphid
+silverweed
+American barberry
+gallfly
+European bog asphodel
+northern flying squirrel
+alliterator
+Old Catholic
+heliograph
+Pteris cretica
+tippler
+pump well
+allspice
+balancer
+scarlet bugler
+lantern fly
+white prairie aster
+krummhorn
+robin's plantain
+Pacific sardine
+patty-pan
+decaffeinated coffee
+western saxifrage
+warrantee
+colorimeter
+ball bearing
+makomako
+foot
+troika
+apricot sauce
+data multiplexer
+rose-root
+sound film
+Northern dewberry
+water hickory
+swing door
+spastic
+Oligoporus leucospongia
+botulinus
+tamale pie
+Sagittarius
+muff
+spicebush
+petiolule
+pump action
+Parry's pinyon
+split-pea
+rudder blade
+princess royal
+wormseed mustard
+honey guide
+pip-squeak
+fin keel
+foretop
+cyrilla
+Navaho
+melanocyte
+deist
+silver tree
+citrus whitefly
+Morrow's honeysuckle
+green peach aphid
+longanberry
+call-board
+wild yam
+novelist
+toothed spurge
+alienee
+pond apple
+allspice
+Carolina lupine
+Jack of all trades
+white false indigo
+boiled dinner
+princewood
+sailor's-choice
+false bracken
+microbrewery
+black grama
+tutee
+brickkiln
+sea raven
+guesser
+wirework
+European lemming
+thyrse
+plains lemon monarda
+milo
+shunt
+spotted cowbane
+anchovy sauce
+grande dame
+Maryland golden aster
+Chinese puzzle
+boarfish
+burweed marsh elder
+defense contractor
+nitric bacteria
+Belgian hare
+beach plum
+conformal projection
+sand fly
+steering linkage
+quickset
+Mahayanist
+Geiger tube
+loudmouth
+Lancastrian
+brownie mix
+ex-spouse
+deltoid leaf
+Shasta salamander
+rabbet joint
+purple anise
+garibaldi
+gebang palm
+bladderpod
+Host
+great bowerbird
+string cheese
+spinning jenny
+drift net
+matriarch
+guar
+bitter betch
+panda car
+mess
+plains pocket mouse
+scarlet wisteria tree
+deerberry
+reamer
+homing torpedo
+molehill
+stockyard
+reniform leaf
+rag
+symmetry
+Texas star
+lerot
+pickle relish
+three-seeded mercury
+cotter pin
+ice-cream bean
+farmyard
+bar magnet
+hansom
+prickle cell
+renal cortex
+pest
+Ultrasuede
+sailing master
+brougham
+wastrel
+amboina pine
+Canary Island hare's foot fern
+ninepin ball
+southwestern lip fern
+usherette
+lemon drop
+star begonia
+weeds
+saltworks
+Persian melon
+corbina
+medusa
+bucksaw
+Gibson girl
+diameter
+American twinflower
+kino
+clear liquid diet
+angiocardiogram
+wetter
+oyster cracker
+yellowfin mojarra
+wild parsley
+life tenant
+broom closet
+Corynebacterium diphtheriae
+square shooter
+bedwetter
+ball-and-socket joint
+nonsolid color
+Salmonella typhimurium
+buffel grass
+hip pad
+subaltern
+heliothis moth
+trail boss
+hayloft
+Francisella
+primordial dwarf
+cock-a-leekie
+sugarplum
+propulsion system
+tyrolean
+Carib
+salai
+ketembilla
+ironclad
+cornhusk
+heckler
+multistage rocket
+north island edelweiss
+Chaldean
+twenty-two pistol
+Francophobe
+scofflaw
+sickle feather
+screw bean
+sea squill
+Scopolia carniolica
+agglomerator
+western holly fern
+presenter
+straight pin
+Myxine glutinosa
+Colbert
+clover-leaf roll
+war paint
+bird's-eye bush
+longfin mako
+running suit
+arrow wood
+margrave
+blue fleabane
+dracontium
+plastron
+chimney swift
+child prodigy
+commissar
+turtle soup
+postulant
+archaebacteria
+snakefly
+Pitot tube
+chap
+smilo
+Malthusian
+French roof
+worm wheel
+gulag
+pointed-leaf maple
+pull-off
+Cathaya
+American green toad
+ball cartridge
+infiltrator
+snowfield
+crotchet
+auxiliary pump
+bearnaise
+galax
+chaenactis
+olympic salamander
+sundowner
+cows' milk
+beach plum
+moss-trooper
+Arabidopsis thaliana
+cat's-claw
+bog rosemary
+ribier
+book agent
+bumper jack
+beefwood
+monk's cloth
+alpine bearberry
+climbing fumitory
+cucking stool
+puka
+Piltdown man
+property man
+discharge lamp
+X chromosome
+knobble
+lobster Newburg
+herbalist
+sunray
+golden saxifrage
+leopard cat
+muffle
+stonewort
+blancmange
+intraocular lens
+trepan
+desert mariposa tulip
+plume poppy
+Dane
+martynia
+shaver
+white milkweed
+napu
+tansy-leaved rocket
+abortus
+telemeter
+tansy mustard
+harpy
+honeysuckle
+ironworks
+testacean
+Tartuffe
+silvervine
+Sihasapa
+surface gauge
+western blind snake
+paramyxovirus
+Icelander
+bird louse
+stockbroker belt
+test-tube baby
+ague root
+little golden zinnia
+dietician
+elephant's-foot
+dirty bomb
+sailing warship
+brier
+tinter
+Connemara heath
+potato fungus
+bait casting
+decagon
+rosefish
+die
+high-pass filter
+solitaire
+widow's walk
+goldthread
+Tudor
+trews
+orange pekoe
+ninon
+soda jerk
+sump
+flying carpet
+burial garment
+oblanceolate leaf
+press gallery
+Shintoist
+three-centered arch
+spreading pogonia
+Moro
+foxtail orchid
+Ghanian
+dry kiln
+thane
+naranjilla
+bitter pea
+American bugbane
+apron string
+oyster fish
+Port Jackson fig
+prize winner
+high-water mark
+Oneida
+smoking room
+potato skin
+charge d'affaires
+gantlet
+amyloid plaque
+barmbrack
+mate
+arrow leaved aster
+handbarrow
+horned screamer
+virago
+linoleum knife
+rattlesnake root
+K ration
+reset
+foot brake
+red coral
+good guy
+aberrant
+lavalava
+poleax
+garden webworm
+sneezer
+mountain heath
+American dog violet
+eolith
+chimneysweeper
+matriarch
+smalltooth sawfish
+sea mouse
+tubercle bacillus
+superconducting supercollider
+Abney level
+darnel
+gherkin
+celery salt
+Tungus
+pulasan
+oriflamme
+death camp
+redhorse
+apprehender
+scion
+selectwoman
+pentahedron
+principal
+old school tie
+slice bar
+chanar
+pimento butter
+wailer
+zero
+mescal
+rosebud orchid
+stone bramble
+Jarvik heart
+NOC
+pitchman
+rat cheese
+strawberry tomato
+dwarf golden chinkapin
+landau
+tocsin
+ampulla
+scratcher
+crab Louis
+ginseng
+ripcord
+polluter
+tensiometer
+eyewitness
+aalii
+Oregon crab apple
+conservator
+day jessamine
+hexahedron
+suture
+tippet
+linsey-woolsey
+vernal witch hazel
+stainer
+egocentric
+canistel
+nudger
+shipping agent
+shortleaf pine
+battle sight
+cheese spread
+weeder
+incendiary bomb
+honeyflower
+stovepipe iron
+stepper
+hellgrammiate
+votary
+aflatoxin
+arquebus
+impulse turbine
+pipewort
+garrote
+glow lamp
+pigsticking
+blood clam
+surface search radar
+Bolshevik
+platen
+chariot
+Gentianopsis thermalis
+water level
+quandong
+catalytic cracker
+giant foxtail
+nut butter
+drainplug
+holdover
+coastguardsman
+Secretary of Health and Human Services
+Seeing Eye dog
+American plaice
+coquilles Saint-Jacques
+christella
+medium
+clingfish
+lally
+light-o'-love
+Gentianopsis detonsa
+taper file
+signal detection
+trip wire
+lignosae
+receiver
+sedan
+mud puppy
+corn sugar
+Philippine mahogany
+magnetic pole
+jointed rush
+trapper's tea
+Dorking
+welcome wagon
+clammyweed
+guard
+false azalea
+convalescent
+babassu
+dedicated file server
+colossus
+air search radar
+marquess
+straight flute
+sand stargazer
+sea catfish
+rosilla
+ripsaw
+Bermuda onion
+peach sauce
+sagebrush mariposa tulip
+yashmak
+Virginia mallow
+erose leaf
+sand blackberry
+boulevardier
+forester
+choragus
+onion mildew
+threadfin
+winged pea
+sugar daddy
+rotary press
+styracosaur
+rathskeller
+Japanese millet
+anchorite
+coral drops
+false gavial
+eastern pipistrel
+cheese press
+Chinese primrose
+pamperer
+real estate broker
+power worker
+breeder reactor
+nutcracker
+piano wire
+cushaw
+Sinanthropus
+firebreak
+kelp greenling
+herba impia
+toll call
+yoke
+bird fancier
+evening-snow
+fever tree
+reed meadow grass
+flanker back
+toggle bolt
+Santa Cruz cypress
+carbonnade flamande
+northern dune tansy
+mikado
+millettia
+forty-five
+court
+icepick
+holm oak
+Japanese angelica tree
+Pacific cod
+cant hook
+urologist
+spelt
+lekvar
+enologist
+Mediterranean flour moth
+prickly-edged leaf
+Spanish grunt
+dune cycling
+frostweed
+whisperer
+tucker
+Roman wormwood
+counterterrorist
+woolly alder aphid
+Nuttall oak
+snail butter
+threshing floor
+motley
+forge
+water mold
+mummichog
+sulfur paintbrush
+head
+walking delegate
+jujube
+peachleaf willow
+Christmas bells
+valley pocket gopher
+bear's-paw fern
+Lanthanotus borneensis
+pearl hominy
+placeman
+swage block
+offerer
+stargazer
+jeweler's glass
+male chauvinist
+crossbar
+Oktoberfest
+tamarau
+micronutrient
+large-leaved aster
+tasset
+tepary bean
+sausage curl
+ivy
+snob
+roller towel
+wood meadowgrass
+archil
+padrone
+prairie rocket
+tongueflower
+kidney fern
+Carolina buckthorn
+sea island cotton
+landscape architect
+realist
+oyabun
+mother hen
+ostracoderm
+esker
+heliophila
+nympholept
+shining clubmoss
+press agent
+clam dip
+Djiboutian
+white currant
+codfish ball
+hand cheese
+kraal
+trident
+conventicle
+bacteroid
+Indian plantain
+quandong
+kola nut
+signor
+theater light
+musk clover
+canistel
+silent partner
+steel-wool pad
+diggings
+affluent
+sightreader
+John Doe
+arrowworm
+goatsfoot
+guardroom
+wild cinnamon
+kaffir boom
+ink eraser
+yardie
+industrialist
+sea lily
+polarimeter
+Polistes annularis
+western big-eared bat
+omnivore
+Ted
+horsecloth
+crab cocktail
+vacuum chamber
+flower-of-an-hour
+bilge
+poleax
+neolith
+Montezuma
+plum-yew
+welfare case
+trave
+pipe bomb
+shading
+Centigrade thermometer
+bangalore torpedo
+celery top pine
+nuclear rocket
+fowling piece
+anti-Semite
+landscape
+derris
+bush honeysuckle
+Mediterranean water shrew
+ticket collector
+masked shrew
+white dipladenia
+Savoyard
+bondman
+tempter
+pygmy cypress
+pentathlete
+thruster
+usurper
+Arminian
+yerba buena
+ice field
+ichthyosaurus
+sackcloth
+bean tostada
+Oxbridge
+Pteropus hypomelanus
+thinker
+bank robber
+ape-man
+thurifer
+knawel
+mule fat
+hot spot
+hairy-legged vampire bat
+night raven
+hook and eye
+crocodile bird
+skunkweed
+beaver rat
+cypress sedge
+florida selaginella
+April fool
+Jonah crab
+glass wool
+corkwood
+dwarf elder
+hinging post
+gentile
+Brazilian trumpeter
+witch doctor
+thermograph
+pink shower
+Mao jacket
+capelin
+parang
+bradawl
+stooper
+jewel orchid
+citrange
+oarswoman
+Macedonian
+particolored buckeye
+pachycephalosaur
+satinwood
+Chinese brown sauce
+peep sight
+straight man
+quandong
+chamois cress
+nonfat dry milk
+rosin bag
+Leiden jar
+Grimes' golden
+spirillum
+grass vetch
+carillonneur
+downy wood mint
+melon ball
+sweet calabash
+chlamydospore
+bombshell
+sidewall
+sprig
+Indian button fern
+globe pepper
+rough-stemmed goldenrod
+bocconia
+bubble chamber
+sand dab
+plum-fruited yew
+aecium
+marrowfat pea
+hobbyist
+whipper-in
+salad burnet
+neckband
+Tangier pea
+sauce Louis
+salad burnet
+artist's loft
+koumiss
+Nazarene
+cutter
+scrim
+drape
+crab-eating dog
+deckhand
+bedroll
+gaff
+stifler
+pink lady
+great plains paintbrush
+patternmaker
+yoke
+caryophyllaceous plant
+angrecum
+quadriplegic
+grid
+genlisea
+aspic
+water table
+junket
+signore
+Mutillidae
+proprioceptor
+pivoting window
+Indian poke
+synchroscope
+trichion
+tarahumara frog
+proctoscope
+abomination
+purslane speedwell
+breast drill
+Japanese barberry
+mandrake root
+breakable
+salon
+American watercress
+take-up
+entrenchment
+cocktail sauce
+Scotch asphodel
+borough
+matchmaker
+Seneca snakeroot
+pointsman
+psephologist
+clustered poppy mallow
+onion thrips
+nuclear-powered ship
+organizer
+deciduous holly
+balsam willow
+enzymologist
+caraway
+drip loop
+dog laurel
+Orangeman
+sapsago
+polymath
+backplate
+leathery grape fern
+modillion
+two-timer
+handhold
+consignee
+white stringybark
+nettle-leaved goosefoot
+bookmaker
+disk drive
+doliolum
+palmist
+packinghouse
+Spandau
+Whipple's penstemon
+sword grass
+ribbon development
+pearly-shelled mussel
+winter heliotrope
+rogue elephant
+deck tennis
+Venus's flower basket
+football
+shim
+boatswain
+blinks
+armored catfish
+hooded seal
+outdoorswoman
+water starwort
+upholstery needle
+pleurodont
+silky anteater
+cornmeal
+lead-in
+redfin pickerel
+horse balm
+Rydberg's penstemon
+cascade transformer
+fly poison
+Volvaria bombycina
+broad-leaved twayblade
+pastry cart
+body plethysmograph
+waverer
+hardware store
+Parry's penstemon
+European sanicle
+strawberry geranium
+cross-examiner
+head gate
+devil's tongue
+hemiepiphyte
+pine hyacinth
+machmeter
+spirit lamp
+field judge
+Rock Cornish
+mayhaw
+Sassenach
+bog pimpernel
+parallel interface
+crowberry
+roach
+Aegyptopithecus
+cajan pea
+lapboard
+cryostat
+magnetic storage medium
+white yam
+Lombard
+rhymer
+bed and breakfast
+bunya bunya
+rifle grenade
+caterer
+collared pika
+anti-submarine rocket
+bookkeeper
+Western mountain ash
+profit taker
+fruitlet
+Knowlton's cactus
+infernal
+beefsteak begonia
+lunula
+emulsion
+intermediate wheatgrass
+titfer
+European sea bream
+bigeye scad
+yak butter
+kola
+cone pepper
+plesiosaur
+ragwort
+penal colony
+black carpet beetle
+lubber's hole
+Stapelias asterias
+yard marker
+balloon bomb
+Scythian lamb
+armory
+selsyn
+marblewood
+spirula
+fatalist
+hash head
+armiger
+Dom Pedro
+white-chinned petrel
+ballast
+orthopter
+greater water parsnip
+clutch
+largeleaf holly
+Evangelist
+king whiting
+tuna fish salad
+Muscadet
+surpriser
+jumping bristletail
+proportional counter tube
+Hamburg parsley
+obstructionist
+pus-forming bacteria
+creep feed
+stepbrother
+janissary
+control freak
+trusty
+trepan
+King William pine
+orthicon
+geological horizon
+molecular biologist
+violator
+pariah dog
+Austrian
+conciliator
+Fauntleroy
+packing needle
+mazer
+Saturday night special
+leucocytozoan
+coastal rein orchid
+whirligig beetle
+capitalist
+breeches buoy
+clubroot fungus
+meadow spikemoss
+Kichai
+Spanish lime
+land office
+camera obscura
+strafer
+purple-stemmed aster
+lusterware
+valve
+Roman nettle
+isthmus
+breadstuff
+sealskin
+maleo
+bilge keel
+carissa plum
+fish fly
+kolkhoznik
+heath pea
+cowage
+hog sucker
+Sam Browne belt
+inductor
+wild licorice
+Socotra begonia
+supernumerary
+Angle
+red shrubby penstemon
+toilet kit
+tawse
+sweet bells
+kawaka
+brown soft scale
+lyssavirus
+betting shop
+double-crosser
+macrotus
+climbing hempweed
+poi
+strip mall
+deadhead
+petit juror
+tract housing
+American mistletoe
+lace-flower vine
+precipitator
+endoparasite
+hairy wood mint
+red snapper
+Victorian
+hog peanut
+line of heart
+opossum shrimp
+plumcot
+Bavarian blue
+slops
+light flyweight
+oregano
+sand myrtle
+pocket battleship
+curator
+narc
+hydraulic cement
+plains pocket gopher
+closed loop
+pluralist
+molter
+Christmas bush
+snuffers
+slender knapweed
+footwall
+plage
+caper tree
+red siskin
+tender
+boat train
+tipster
+low-pass filter
+student lamp
+morosoph
+japonica
+bellows
+herald
+oyster plant
+savory
+mail
+computational linguist
+blade
+winter crookneck squash
+zoomastigote
+blackmailer
+richweed
+dialectician
+genip
+plumed scorpionfish
+jet bridge
+thermopile
+billy buttons
+Brule
+millwright
+Arenaviridae
+Jones' penstemon
+monastic habit
+genipap fruit
+burnous
+dairyman
+top
+crab-eating raccoon
+quadrangular prism
+pilot burner
+weeder
+trireme
+boy wonder
+man of letters
+Catawba
+high-muck-a-muck
+light circuit
+bloodworm
+lappet caterpillar
+half-and-half
+office boy
+saddle stitch
+mistletoe cactus
+false chamomile
+Catalina cherry
+workhouse
+Jamaica quassia
+britches
+tooth shell
+reduction gear
+carrot pudding
+balsam woolly aphid
+handspike
+aioli
+silver hake
+flour bin
+wireman
+gas-cooled reactor
+aficionado
+plus fours
+gitano
+gene chip
+oilfish
+ingenue
+tulip orchid
+late purple aster
+pork and beans
+envoy
+lemon extract
+milk bar
+black huckleberry
+ground roller
+Connecticuter
+siderocyte
+Jacquard loom
+chub
+meat safe
+stock cube
+Australian sumac
+purple sanicle
+tailless tenrec
+dog wrench
+rainbow cactus
+castor bean
+scintillation counter
+eohippus
+pawnbroker
+gauge boson
+front man
+early warning radar
+bearing wall
+Bourbon
+sandwichman
+sild
+gravelweed
+perishable
+cembra nut
+riflebird
+quicksand
+slate
+sweeper
+ship-towed long-range acoustic detection system
+defamer
+president
+vitamin K3
+challis
+tanekaha
+bloodwort
+grenadier
+quietist
+Zairese
+fucker
+foremother
+gesneria
+print buffer
+salsilla
+fissiped mammal
+fender
+consulate
+acidophilus milk
+Southern dewberry
+snail darter
+Panama redwood tree
+dehydrated food
+bush willow
+coffee fungus
+Sinologist
+Mesoamerican
+hood
+large civet
+deck-house
+cyborg
+smuggler
+pepper sauce
+cyberpunk
+Grand Inquisitor
+persona non grata
+haggis
+weeping tree broom
+stop bath
+modifier
+coyol
+conodont
+yellow giant hyssop
+optical pyrometer
+Carolina moonseed
+marinade
+aspartame
+false wintergreen
+cityscape
+philter
+turnery
+hemiplegic
+chuck-will's-widow
+vower
+track star
+myrtaceous tree
+small civet
+intelligence analyst
+dogcart
+yardman
+cross bit
+holometabola
+platen
+sweet cassava
+Comstock mealybug
+acute angle
+Communist
+alcohol thermometer
+mountain hollyhock
+Mead's milkweed
+highjacker
+Townes
+congou
+Astrophyton muricatum
+lazybones
+roughcast
+pressure cabin
+clinch
+cinnamon
+smoke bomb
+quandong
+tout
+office-bearer
+punctum
+efficiency apartment
+Queensland hemp
+Ceylon bowstring hemp
+newswoman
+vermin
+fetid bugbane
+grantee
+sanitary landfill
+gluten-free diet
+clabber
+shillelagh
+white lettuce
+sweet coltsfoot
+beggar's lice
+samite
+loser
+flasher
+water star grass
+banana passion fruit
+translator
+artificial kidney
+Virginia creeper
+American crab apple
+cactus mouse
+nebbish
+Ligustrum obtusifolium
+vox angelica
+stringer
+hunter
+know-it-all
+scene painter
+invalidator
+jungle cock
+basilica
+coriander
+California single-leaf pinyon
+miles gloriosus
+pina cloth
+law agent
+scarlet fritillary
+keurboom
+bailor
+ramjet
+seedling
+rib joint pliers
+ways
+picket ship
+Surgeon General
+wasabi
+marquis
+clostridium perfringens
+Helvella sulcata
+furnace lining
+kingwood
+painted sandgrouse
+plain wanderer
+Indian madder
+silver screen
+bailey
+dwarf spurge
+Serbian
+ball-buster
+shaheed
+Platte River penstemon
+tensiometer
+mute
+nymphomaniac
+Yokuts
+arroyo willow
+whipping post
+class act
+load
+winged everlasting
+periodontist
+diarist
+robber frog
+diestock
+curry powder
+ratchet wheel
+store detective
+hog plum
+prune whip
+shortwave diathermy machine
+Anabaptist
+post chaise
+Kennan
+bean caper
+delegate
+orderly sergeant
+celtuce
+jumping bean
+gowen cypress
+puddingwife
+registered nurse
+West Saxon
+rosita
+gun room
+nasotracheal tube
+matchboard
+flagship
+Boswellia carteri
+Canadian pondweed
+wonder boy
+sewer rat
+dimetrodon
+pantograph
+marsh bellflower
+angoumois moth
+slippery dick
+woolly indris
+creme de cacao
+dulciana
+Jewess
+Macadamia integrifolia
+least shrew
+don
+diffuser
+black-stem spleenwort
+grouseberry
+goniometer
+annotator
+sticktight
+gossip columnist
+speechwriter
+capon
+rock hind
+Liederkranz
+chandler
+echocardiograph
+sidelight
+fisher
+brocket
+New Zealand daisybush
+northern sea robin
+roller bandage
+peachick
+pellet
+pichi
+plug fuse
+spark coil
+buckwheat
+brood bitch
+wedgie
+dwarf bilberry
+filigree
+bull
+queen
+dodo
+Salish
+denticulate leaf
+Western silvery aster
+Prima
+magnetic bottle
+fetterbush
+process-server
+nainsook
+mythologist
+Piedmont glacier
+hammerhead
+niggard
+Mound Builder
+Kui
+Nootka
+highbinder
+passenger pigeon
+oblong
+tickler coil
+agnostic
+succorer
+esophagogastric junction
+dressmaker's model
+bombshell
+social anthropologist
+gildhall
+orpine
+pterodactyl
+bristly sarsaparilla
+Lane's Prince Albert
+hognose bat
+salesgirl
+lubricating system
+electric catfish
+wrap
+Jacksonian
+chard
+cherry laurel
+foreground
+beadsman
+Kolam
+amniote
+frozen pudding
+acid head
+poor box
+depositor
+coattail
+pallas's sandgrouse
+mason's level
+English lady crab
+skeg
+cruel plant
+petrolatum gauze
+tuna
+swivel
+stock-in-trade
+perisperm
+civies
+Phyllostomus hastatus
+alienor
+Verdicchio
+guard's van
+onion butter
+moviegoer
+planter
+citrange
+box huckleberry
+iconoscope
+familiar
+helmsman
+baby boomer
+constructivist
+American bog asphodel
+whorled caraway
+simple pendulum
+viviparous eelpout
+Job's tears
+holdout
+sour salt
+poison bush
+dusky-footed woodrat
+golden algae
+granadilla tree
+telethermometer
+crossbar
+thrift
+African bowstring hemp
+dog in the manger
+hayrack
+gold-crowned kinglet
+prolonge
+doge
+pencil
+discount house
+mulligan stew
+Nonconformist
+virologist
+gregarine
+facula
+rocket scientist
+thin-shelled mussel
+oospore
+annual salt-marsh aster
+Afrikaner
+metallic
+julienne
+culverin
+cleavers
+Berliner
+mudhif
+thorny skate
+brown lemming
+yellow colicroot
+cooling system
+large-leaved magnolia
+free-reed
+canyonside
+preemptor
+stake
+Brucella
+anti-G suit
+pleximeter
+squire
+salsilla
+write-in candidate
+lowland burrowing treefrog
+flare star
+dwarf hulsea
+jobber
+mangel-wurzel
+quagga
+red-skinned onion
+positive pole
+Pteropus capestratus
+jug wine
+stomacher
+standee
+bladder worm
+hakim
+house of correction
+pelisse
+golden mole
+temporizer
+rose apple
+drove
+umbrellawort
+holy of holies
+lawyer cane
+smooth lip fern
+anode
+astatic coils
+zip gun
+feverroot
+self-heal
+expansion bit
+salt reed grass
+field pussytoes
+nutmeg hickory
+cryptic coloration
+Venus's girdle
+Hunkpapa
+Calostoma cinnabarina
+raft foundation
+May apple
+pygmy mouse
+prokaryote
+yellow-green algae
+Bermuda maidenhair
+withdrawer
+coelacanth
+Elliott's goldenrod
+driftfish
+epicyclic train
+bowl
+swamp dewberry
+corbel step
+sadist
+party line
+anti-American
+mining engineer
+Amur privet
+conidium
+Gastrocybe lateritia
+lithia water
+chaulmoogra
+Rough Rider
+Guinea pepper
+glade mallow
+pitcher sage
+whitecup
+shanghaier
+low St Andrew's cross
+phonologist
+cocobolo
+perfumery
+visor
+prison chaplain
+belt
+ingesta
+literary critic
+industrial watercourse
+reckoner
+pursuer
+Kinetoscope
+Kuiper belt
+hyperope
+raw recruit
+Galiella rufa
+Prince Albert yew
+slit trench
+usher
+tenderfoot
+white-rayed mule's ears
+browser
+piccalilli
+bran
+giant buttercup
+water lobelia
+arborescent plant
+echinus
+dryland blueberry
+struggler
+platyctenean
+Geordie
+domatium
+twenty-two rifle
+keteleeria
+sports editor
+chorus girl
+Hakham
+dry-bulb thermometer
+onomancer
+double-bitted ax
+Girondist
+bottle bank
+thyrsopteris
+bandwagon
+star anise
+armored car
+dhawa
+Bessemer converter
+mutineer
+paradise tree
+tupik
+centurion
+mending
+chowchow
+margrave
+International Grandmaster
+African hemp
+catafalque
+leptodactylid frog
+forcemeat
+tank shell
+pill
+barbecue pit
+worthy
+lady's maid
+evergreen
+Jesuit
+South American staghorn
+rigger
+suffragan
+imperialist
+spherical angle
+grey lemming
+kitchen police
+tree swift
+coliphage
+archaist
+Conservative
+rib
+exegete
+Mendelian
+tragedian
+steerage
+Paleo-American
+obeche
+garlic
+grapefruit peel
+accommodating lens implant
+half blood
+barrelfish
+catgut
+lanceolate spleenwort
+hardliner
+frieze
+name dropper
+carrack
+huckster
+onion bread
+magnetic head
+pease pudding
+raisin moth
+negative magnetic pole
+electroencephalograph
+bunji-bunji
+synchroflash
+Mornay sauce
+stencil
+winged pigweed
+Nesselrode
+MEDLINE
+licorice
+mainspring
+melilotus
+duke
+experimenter
+Napier's bones
+four-minute man
+pin-tailed sandgrouse
+toolmaker
+pogge
+rootstock
+baton
+pricket
+creeping snowberry
+anomalops
+nester
+devourer
+apolemia
+Maricopa
+pine-barren sandwort
+larvacean
+American dewberry
+escalope de veau Orloff
+gig
+myrtle
+pitsaw
+Lutheran
+fish house punch
+gnathostome
+intake valve
+molasses taffy
+clammy locust
+vandyke beard
+Atlantic tripletail
+planktonic algae
+estradiol patch
+flummery
+cytologist
+sectarian
+oil meal
+tomtate
+mediterranean anchovy
+aspersorium
+argonaut
+porkholt
+sheep ked
+algometer
+Adventist
+false goatsbeard
+snake polypody
+streetwalker
+shelver
+adoptee
+highflier
+pitch apple
+prairie rocket
+fish mousse
+viroid
+deckle
+manila tamarind
+observer's meridian
+pincurl clip
+hardstem bulrush
+gossamer
+brookweed
+Druze
+hug-me-tight
+accessory before the fact
+oilman
+Comanche
+Marine
+bedlamite
+Chinese cork oak
+squawbush
+false miterwort
+walk-on
+Cynopterus sphinx
+brandyball
+landlubber
+arrowroot
+cape forget-me-not
+galoot
+tabor pipe
+checker
+Levant cotton
+paddle box
+murderess
+smirker
+fuddy-duddy
+withdrawer
+newel
+shade
+pink disease fungus
+tipu
+sweet sultan
+aeronautical engineer
+tall gallberry holly
+acarid
+conqueror
+cucumber
+film director
+ordinary
+salon
+closet queen
+allegorizer
+tonka bean
+flax rust
+negative pole
+dagame
+dentist's drill
+mock privet
+micropyle
+contributor
+dark horse
+climbing corydalis
+cosmotron
+land agent
+Big Blue
+Cynic
+tassel flower
+lyrate leaf
+Minuteman
+Dutch-elm beetle
+Hessian fly
+flower girl
+West-sider
+window dresser
+skinny-dipper
+whitebait
+out-and-outer
+hooker
+amicus curiae
+jack
+camwood
+stockist
+black root rot fungus
+Jamaica dogwood
+diaphragm
+Holocentrus ascensionis
+roselle
+black maire
+Pygmy
+fumigator
+lame duck
+mudder
+hydraulic transmission
+conning tower
+phoronid
+batfish
+hearing dog
+monohybrid
+whaling gun
+Cockcroft and Walton accelerator
+allemande
+seasoner
+epileptic
+ammonia clock
+Young Turk
+lanseh tree
+urceole
+cafe noir
+poster girl
+Oglala
+deadeye
+manna lichen
+positive pole
+cinch
+lyricist
+hermaphrodite
+kidney stone
+dilator
+number one
+frotteur
+kaffir bread
+fish knife
+tarragon
+adjuster
+potato wart fungus
+Florida pompano
+conductor
+corbie gable
+rounders
+Catha edulis
+bender
+recruit
+Uruguayan
+subject
+bunghole
+day boarder
+pocketed bat
+Oxonian
+owner-occupier
+yellow-leaf sickle pine
+devisor
+exhibitor
+looking glass
+shipowner
+crooked-stemmed aster
+calico
+dash-pot
+defilade
+Confucian
+egg-and-dart
+irreligionist
+lepton
+self-rising flour
+diving bell
+Brahui
+shop girl
+maximum and minimum thermometer
+Dalmatian laburnum
+correspondent
+subduer
+nonperson
+Reaumur thermometer
+rough-leaved aster
+jacksmelt
+pinfold
+magneto
+ex-wife
+round-leaved rein orchid
+purloo
+American shrew mole
+sweet sand verbena
+polymastigote
+outfitter
+curled leaf pondweed
+Italian dressing
+borderer
+ambusher
+geebung
+four-stroke engine
+small ship
+homeopath
+gynostegium
+political prisoner
+Radiigera fuscogleba
+ensiform leaf
+rhizoctinia
+satyr orchid
+rue
+bouillon cube
+flip
+prophyll
+tilefish
+periselene
+prima donna
+choker
+laminar flow clean room
+Hooker's orchid
+fish joint
+mombin
+remover
+array
+coelostat
+autophyte
+consigner
+Damaraland mole rat
+gasman
+public works
+lye hominy
+pearlfish
+piassava palm
+Georgian
+uxoricide
+confessor
+community center
+epigone
+tagger
+abrading stone
+cryoscope
+nautch girl
+reliever
+Cartesian
+Indian beech
+protoplasmic astrocyte
+fundamentalist
+mustard sauce
+crank
+houselights
+five-point bishop's cap
+comedienne
+triangle
+presentist
+beaugregory
+dreamer
+Wave
+blue mockingbird
+Barbados gooseberry
+ten-spined stickleback
+papoose
+silky pocket mouse
+holdup man
+agent-in-place
+suspensory
+emigrant
+ropemaker
+bookbinder
+jumby bead
+undershrub
+Killarney fern
+sheep bell
+city slicker
+equerry
+pea crab
+down-and-out
+blackmouth bass
+shirtmaker
+lister
+UNIX guru
+snipefish
+gimbal
+maisonette
+haircloth
+Ranvier's nodes
+pigmy talinum
+tribute album
+msasa
+hydroxide ion
+madame
+four-pounder
+prophet
+sloganeer
+field-effect transistor
+nude mouse
+canteen
+Calostoma lutescens
+buteonine
+sunlamp
+Uruguay potato
+Spanish tamarind
+Prince-of-Wales'-heath
+kishke
+caprifig
+chincapin
+hegari
+alarmist
+bathtub gin
+astatic galvanometer
+Calostoma ravenelii
+marang
+tussah
+coin box
+bugleweed
+hacker
+frontal eminence
+timekeeper
+shunt
+bicycle clip
+mustang mint
+caesium clock
+hospice
+glenoid fossa
+archpriest
+ex-gambler
+incrustation
+salvager
+Donatist
+violator
+lamb succory
+hygroscope
+oilbird
+sharptail mola
+showplace
+corn syrup
+flashlight fish
+pulse timing circuit
+anchovy paste
+fascista
+chigoe
+divan
+Druid
+squad room
+Huntingdon elm
+buffalo carpet beetle
+carper
+corn lily
+goats' milk
+assault gun
+cockpit
+Lochaber ax
+Visigoth
+occupier
+Basotho
+criminologist
+spindle
+Rosicrucian
+Cornishwoman
+musk kangaroo
+artificial skin
+pandurate leaf
+Parkia javanica
+roundhead
+tea-like drink
+basidiolichen
+unguiculate
+stepmother
+Nauruan
+gutta-percha tree
+bloodberry
+scarlet haw
+marupa
+censor
+algebraist
+pelvimeter
+whaler
+cowhide
+paparazzo
+biochip
+internationalist
+Yukon white birch
+hangar queen
+chlamydia
+puttee
+Pipturus albidus
+pearly razorfish
+sea moss
+burglar
+hoary golden bush
+colter
+drey
+bushman's poison
+maxillaria
+gnetum
+deadeye
+shittah
+swamp oak
+damper block
+deepwater squirrelfish
+truffle
+cangue
+paleolith
+lawyerbush
+sorehead
+Texas snowbell
+Tremella reticulata
+quarter
+keelboat
+dimity
+whiner
+Wagnerian
+myrmecophyte
+frontierswoman
+pyrometric cone
+big-tree plum
+puppy
+galbulus
+hod
+winceyette
+carriage wrench
+dictostylium
+farmland
+infanticide
+Jacob's rod
+threadfish
+monocline
+inamorato
+leaf miner
+purple cress
+passer
+black-fronted bush shrike
+silverrod
+bootmaker
+segregate
+captive
+Edmontonia
+spherometer
+television transmitter
+bladder
+Saratoga spittlebug
+dynamometer
+lodge
+smooth darling pea
+Cossack
+wake-up call
+Olmec
+sutler
+molasses kiss
+corner post
+rattlesnake weed
+yardmaster
+adder
+rhinoscope
+referral
+ulster
+pantaloon
+counterspy
+gadgeteer
+heart cherry
+hospital chaplain
+Clydesdale terrier
+plank-bed
+Russian thistle
+actinometer
+dyspeptic
+common wolffia
+firewall
+seidel
+potato moth
+soapweed
+seif dune
+thill
+cosmographer
+absolver
+halberdier
+fire control system
+kai apple
+bastard pennyroyal
+Big Brother
+broadcast journalist
+Albatrellus dispansus
+citrophilous mealybug
+split end
+nickel-iron battery
+Newtonian
+gas maser
+thumbstall
+anaspid
+dusky-footed wood rat
+latitudinarian
+flatbrod
+schizocarp
+niqaabi
+flight surgeon
+gyrocompass
+Polyporus tenuiculus
+Utopian
+mailboat
+spellbinder
+undercoat
+cassareep
+typical jerboa
+photocathode
+katharometer
+bight
+fur-piece
+penetration bomb
+malik
+Siberian millet
+nanomia
+Wykehamist
+tosser
+gyrostabilizer
+microwave diathermy machine
+crystal set
+wall
+legatee
+alfalfa
+angwantibo
+charioteer
+piano maker
+African mahogany
+Morlett's crocodile
+taro
+parallel circuit
+cush-cush
+etymologist
+matriculate
+neem seed
+cornerback
+kingfisher daisy
+redoubt
+blastomycete
+peplos
+costumier
+publican
+tobogganist
+semolina
+myrmidon
+parricide
+gymslip
+whoremaster
+cryptocoryne
+header
+platitudinarian
+barleycorn
+spiral bandage
+reciter
+abecedarian
+dance
+wrymouth
+bilberry
+Liopelma hamiltoni
+streamliner
+Fordhooks
+fixed phagocyte
+radiobiologist
+neurologist
+Selkup
+dollarfish
+cascade everlasting
+acrodont
+boarhound
+midstream
+theatrical producer
+abhorrer
+goldsmith
+photometrist
+Anglo-Saxon
+rugel's plantain
+sable
+workmate
+ferule
+ankus
+earleaved umbrella tree
+Passamaquody
+timucu
+Mexican pocket mouse
+yerba santa
+Rochon prism
+apomict
+monocarp
+sweet unicorn plant
+common winterberry holly
+archivist
+drypis
+paretic
+fly-by-night
+white-berry yew
+Schoolman
+blue cheese dressing
+vintager
+squatter
+Euphausia pacifica
+corrugated fastener
+yellow henbane
+Croesus
+almoner
+analphabet
+acoustic delay line
+sheep frog
+workhouse
+horseleech
+venturer
+pond-scum parasite
+Pyrenees daisy
+plagiarist
+Truncocolumella citrina
+rerebrace
+group captain
+caddis fly
+hot-rock penstemon
+kanzu
+stylopodium
+slopseller
+rauli beech
+starter
+ootid
+statesman
+distributor cam
+ascot
+falcon-gentle
+Duplicidentata
+spotted antbird
+heliometer
+false buckthorn
+Allegheny spurge
+Cavalier
+dart
+photocoagulator
+master-at-arms
+kei apple
+baldachin
+crapshooter
+gametangium
+white hope
+chipotle
+spike heath
+Scotch woodcock
+Florentine
+differential analyzer
+Mitrula elegans
+wet cell
+basil balm
+Circassian
+corn cake
+bouncing betty
+vice-regent
+lagerphone
+ketembilla
+whoremaster
+fork
+tetrasporangium
+trifler
+pill head
+life-support system
+quartermaster general
+tobacco thrips
+officeholder
+teredo
+toyon
+Sundacarpus amara
+Phytophthora citrophthora
+naif
+lobbyist
+alligator wrench
+bully
+heavy
+toxicologist
+radio chassis
+waterdog
+drive line
+kaffir cat
+foster-brother
+breakax
+curette
+traditionalist
+pipe vise
+striped button quail
+gawker
+homeotherm
+schoolyard
+battue
+kalansuwa
+deviationist
+Bolshevik
+transponder
+pungapung
+iron
+Eyeish
+roccella
+manglietia
+Tory
+print seller
+Texas Ranger
+otter shrew
+seconder
+shellflower
+outlier
+party man
+wold
+hayfork
+oncologist
+framer
+co-beneficiary
+ocean pout
+Chinese angelica
+scrimshaw
+air attache
+false gromwell
+standing press
+fringepod
+specifier
+automatic choke
+durum
+yenta
+wassailer
+reeler
+signora
+beach pancake
+common booklouse
+pellicle
+backroom boy
+den mother
+associate
+Unitarian
+gambist
+brookweed
+clubroom
+cat's-tail
+playboy
+self-registering thermometer
+doorstop
+bennet
+yak's milk
+escapee
+quail bush
+sparge pipe
+coast boykinia
+screw key
+half gainer
+aggravator
+cotton mill
+tailor's chalk
+free agent
+cotton mouse
+deadhead
+bunny
+turpentine camphor weed
+amaranth
+ceratodus
+red lauan
+beam-ends
+thermograph
+wally
+Toda
+handrest
+commissary
+oak-leaved goosefoot
+manufacturer
+voicer
+Jafnea semitosta
+bench hook
+finder
+abyssal zone
+rabbitwood
+Hercules'-club
+epicarp
+declinometer
+camp follower
+signaler
+Australian pea
+putz
+qadi
+banded palm civet
+egg timer
+regnellidium
+calisaya
+harvestfish
+sound spectrograph
+side-wheeler
+glomerule
+woolly rhinoceros
+Black Muslim
+horticulturist
+ornithomimid
+cryometer
+battlefront
+gametophyte
+airmailer
+cuisse
+nakedwood
+baseball club
+slasher
+anise
+leatherleaf
+leatherjacket
+horned pondweed
+gofer
+Saigon cinnamon
+barong
+blazer
+twinkler
+skeleton shrimp
+dial
+floorwalker
+case shot
+flannelbush
+cultivated parsnip
+Jane Doe
+few-flowered leek
+nogging
+placer miner
+muzzler
+serge
+lion-hunter
+capulin
+Wandering Jew
+ascidian tadpole
+hispid pocket mouse
+southern spatterdock
+milk wagon
+junior middleweight
+duck sauce
+promycelium
+protozoologist
+cascade liquefier
+tout
+longheaded thimbleweed
+charcoal burner
+footage
+slop
+bridge agent
+miller's-thumb
+Job's comforter
+marocain
+tanker plane
+lancetfish
+knocker
+toque
+ordinand
+umbrella bird
+favorite son
+hare's-foot bristle fern
+business traveler
+plotter
+Asiatic shrew mole
+tallyman
+stump
+Paleacrita vernata
+index register
+mortgagee
+accuser
+codger
+sand rat
+seaside centaury
+chiropractor
+Florida smoothhound
+dwarf sperm whale
+T-man
+sannup
+dragonhead
+numdah
+alkali grass
+gynobase
+kymograph
+ascolichen
+steward
+waterline
+Nazarene
+filer
+lapidary
+muncher
+wincey
+scyphus
+question master
+besieger
+worldling
+docent
+facing
+atmometer
+quern
+puerpera
+three-decker
+calliope
+wild red oat
+bailee
+flame pea
+cattle cake
+theist
+yellowtail flounder
+cosmopolitan
+rocket engineer
+vouchee
+Turkoman
+hard sauce
+Thousand Island dressing
+assayer
+messmate
+mutilator
+oyster bar
+flame tokay
+countess
+prairie mimosa
+microsporangium
+cotter
+townsman
+paring
+fundraiser
+simperer
+Comrade
+orlop deck
+power takeoff
+cattleship
+prime meridian
+Javanthropus
+scriptorium
+curandera
+long-clawed prawn
+maestro
+paster
+potato tuberworm
+chachka
+junkyard
+cape yellowwood
+reentrant polygon
+Liberian coffee
+restaurateur
+Alsophila pometaria
+Jekyll and Hyde
+electrophorus
+Scomberomorus maculatus
+manipulator
+gromwell
+chicken provencale
+ashram
+mangel-wurzel
+shamrock pea
+dossal
+adducer
+erection
+Mysore thorn
+smoothie
+chufa
+brace wrench
+victualer
+litterer
+linstock
+Protium guianense
+palfrey
+banyan
+klieg light
+dangleberry
+trooper
+yaupon holly
+quitter
+tradescant's aster
+nullipara
+melter
+devil's urn
+ghostwriter
+mouth
+analogist
+Creek
+sonic depth finder
+fucker
+locus of infection
+mortician
+esophageal smear
+locum tenens
+conic projection
+aroeira blanca
+bellarmine
+night porter
+automobile mechanic
+codpiece
+Munro
+cottonweed
+scoinson arch
+tinderbox
+frozen food
+waterproofing
+Egyptian henbane
+lash
+transactor
+American smooth dogfish
+existentialist
+grabber
+Sonoran lyre snake
+Rufous rubber cup
+colors
+weekend warrior
+power user
+perennial salt marsh aster
+Puritan
+Apalachicola rosemary
+anecdotist
+tosser
+moth bean
+agnostic
+stretcher-bearer
+browntail
+optimist
+brewer's mole
+astronomy satellite
+flat file
+rust mite
+tuberous plant
+day laborer
+buster
+trapezoid
+bevatron
+nonresident
+Streptomyces griseus
+mangosteen
+customer agent
+hero worshiper
+suicide bomber
+procellariiform seabird
+archiannelid
+reaction turbine
+distortionist
+bulldog wrench
+grainy club
+scalp
+Aztec
+scow
+globigerina
+pedant
+heartleaf manzanita
+kanchil
+low gallberry holly
+containment
+scandalmonger
+rose-colored starling
+Powhatan
+addle-head
+Chilean rimu
+Atlantic sea bream
+arthrospore
+ramrod
+root climber
+Kalapooia
+roach clip
+Schreiber's aster
+horseradish
+albino
+Kshatriya
+trombidiid
+blasting cap
+body pad
+brachium
+shallu
+Wynnea americana
+slender centaury
+munj
+upset
+wind tunnel
+cottonwick
+airing cupboard
+pepper shrub
+ambrosia
+languisher
+chosen
+rose globe lily
+purple apricot
+costia
+sloop of war
+sultana
+frontlet
+booster
+sargassum fish
+broad-leaved montia
+rifleman bird
+stillroom
+amoralist
+enginery
+meter maid
+fitment
+southern bog lemming
+Athenian
+clincher
+cusk-eel
+mackintosh
+diaphone
+corozo
+Australian reed grass
+czar
+spongioblast
+Eurafrican
+airhead
+Shahaptian
+Roman
+pollinium
+tourist class
+halogeton
+stamper
+emperor
+malingerer
+tramp steamer
+Peziza domicilina
+pilot cloth
+stenopterygius
+cost accountant
+Queen's Counsel
+wine-maker's yeast
+poppet
+cage
+rowlock arch
+landgrave
+bearded wheatgrass
+stink bell
+quaker
+undesirable
+algarroba
+resistance pyrometer
+exorcist
+carib wood
+guvnor
+border patrolman
+bathhouse
+licenser
+headman
+rentier
+pine spittlebug
+nut-leaved screw tree
+paraduodenal smear
+apron
+necker
+smilax
+Alpine besseya
+creeper
+castle
+ground bait
+Queensland grass-cloth plant
+sclerotium
+great yellowcress
+fat farm
+Stoker
+hoop snake
+elixir of life
+Trotskyite
+home buyer
+wheat berry
+Tutelo
+semi-climber
+utahraptor
+wet-bulb thermometer
+packrat
+hygrophyte
+darter
+sketcher
+refiner
+camlet
+midgrass
+compound
+tarwood
+Colorado River hemp
+toiler
+abstractor
+override
+dwarf pipefish
+plodder
+briefcase computer
+trunk hose
+brown butter
+valve-in-head engine
+cymbalist
+explosive detection system
+horsewoman
+boutonniere
+chinchilla
+venerator
+scourer
+exarch
+cohune nut
+ayapana
+continental divide
+cosigner
+stalker
+pyxie
+Genet
+Macowanites americanus
+open-hearth furnace
+water chestnut
+American frogbit
+tarwood
+cutter
+scout
+burr
+upsetter
+grist
+tagasaste
+mouthpiece
+palette
+rattan
+letterman
+Exmoor
+Methodist
+eelblenny
+marasca
+slide valve
+ventilation
+saddle hackle
+Yakut
+flux applicator
+air traveler
+murder suspect
+Cynocephalus variegatus
+idolizer
+Surgeon General
+nutlet
+little-head snakeweed
+germ tube
+fellow traveler
+raceabout
+commodore
+czar
+anamorphosis
+treelet
+girlfriend
+groundnut
+sideline
+giant star grass
+goffer
+spark lever
+oubliette
+processor
+tare
+plodder
+extremist
+Kipp's apparatus
+gripsack
+S wrench
+viscountess
+bridgehead
+cascarilla
+Asiatic flying squirrel
+protoceratops
+equerry
+difflugia
+princeling
+moonlighter
+aspergill
+common flat pea
+Utahan
+imperial mammoth
+plantain-leaved pussytoes
+Boott's goldenrod
+bootlegger
+reed pipe
+runcinate leaf
+onion salt
+nitrite bacterium
+introvert
+duck
+New World opah
+goliath frog
+heterostracan
+disrupting explosive
+haggler
+candlenut
+false bugbane
+returning officer
+eudiometer
+ship-breaker
+metazoan
+mandarin
+patka
+gill net
+cavity wall
+armilla
+rainmaker
+dealfish
+orderly
+gleaner
+muffin man
+house sitter
+alto
+sand devil's claw
+vulcanizer
+appendicularia
+boron chamber
+chess
+bitok
+anchovy butter
+dropout
+flour mill
+bishop
+escapist
+scapegrace
+stanhope
+smooth winterberry holly
+upstager
+stalking-horse
+pony
+prairie gourd
+parabolic mirror
+Polaroid
+slasher
+lap
+garlic butter
+sendee
+German millet
+hairy honeysuckle
+Swiss canton
+Scleroderma flavidium
+red goatfish
+telegraph plant
+Jungian
+garment cutter
+mallee hen
+stranger
+driveway
+schooner
+Paiute
+cisco
+trestlework
+sipper
+shanny
+romanticist
+Molly Miller
+mountain rimu
+odd-leg caliper
+bitumastic
+Western Australia coral pea
+labor coach
+latchkey
+harpulla
+solitary pussytoes
+chop-suey greens
+coil
+guimpe
+diapir
+Osage
+gutta-percha tree
+giant eland
+reticulation
+garden huckleberry
+quick study
+Hudson bay collared lemming
+coreligionist
+Lancastrian
+stumblebum
+omnirange
+seersucker
+Potemkin village
+Rhea Silvia
+symphonist
+bolti
+jaw
+jaconet
+page
+visiting fireman
+haulm
+p-n junction
+landlubber
+yellow jack
+triclinium
+souari
+invader
+fire walker
+Luddite
+Plott hound
+hemming-stitch
+winker
+star-duckweed
+craniometer
+Arabidopsis lyrata
+loser
+cypripedia
+trimmer arch
+cookhouse
+pink fivecorner
+transfer
+ringleader
+northern pocket gopher
+moke
+blockade-runner
+cyclostome
+web-spinning mite
+Whig
+transcriber
+malahini
+sawyer
+patent log
+paca
+tragedian
+thermojunction
+soffit
+black buffalo
+foreigner
+applecart
+brit
+pole horse
+white mullet
+argentinosaur
+Homo soloensis
+bounty hunter
+decumary
+hand
+paperboy
+Smitane
+windowpane
+Java man
+Wynnea sparassoides
+prune
+middy
+lilliputian
+sorb
+pyrostat
+guest worker
+hold
+leaseholder
+vegan
+humanist
+salinometer
+piton
+zygospore
+means
+night rider
+tetraspore
+archipelago
+radiomicrometer
+nitpicker
+spot weld
+slicer
+girlfriend
+round-tailed muskrat
+cock's eggs
+Shavian
+bay
+nuclear chemist
+planetarium
+hiccup nut
+Marylander
+milling
+microsporidian
+brown cup
+Strophanthus kombe
+little skate
+emancipator
+paperhanger
+archaeopteryx
+maigre
+Mastotermes electrodominicus
+procurer
+seizure-alert dog
+homeboy
+cotton strain
+mute
+siren
+spearnose bat
+phenacomys
+gayal
+arsenal
+pitchfork
+Port Jackson heath
+cud
+magnetic core memory
+interferometer
+water jacket
+account executive
+hodoscope
+window oyster
+sudatorium
+syncopator
+loment
+hypertensive
+smoothbark
+Geogia holly
+nailhead
+African holly
+musette
+chafeweed
+microflora
+derrick
+strawworm
+shogun
+queen post
+jerboa kangaroo
+columbo
+royal
+sourball
+solenogaster
+cardsharp
+Homo habilis
+intaglio
+calf's-foot jelly
+flotsam
+skirret
+baronduki
+chyme
+shovel hat
+Welsh
+monoplane flying fish
+groundfish
+tablet-armed chair
+swan dive
+Indian club
+colonial
+cassiri
+pyramidal tent
+praya
+silk vine
+time clock
+button snakeroot
+clews
+Korean lespedeza
+diffuser
+ripping bar
+puttyroot
+nipple shield
+headpin
+juneberry holly
+hub-and-spoke
+laver
+weldment
+plain flour
+hoosegow
+dudeen
+grey skate
+line of life
+mung
+arariba
+Newtown Wonder
+rock candy
+side chapel
+castor sugar
+narrow-leaved white-topped aster
+babassu nut
+puka
+rings
+catchall
+heat shield
+caroche
+oxbow
+Australian coral snake
+tapper
+sporangiophore
+fenugreek
+spruce gall aphid
+gouache
+cutoff
+private line
+pod
+cargo hatch
+nailhead
+penile implant
+geophyte
+small-leaved linden
+deepwater pipefish
+paperhanger
+hairy spurge
+Persian lamb
+subtropics
+feed grain
+clarence
+nonparticipant
+scorpioid cyme
+hand brake
+tiller
+Geglossaceae
+albacore
+monochrome
+goa bean
+bur
+tongue worm
+psittacosaur
+frog's lettuce
+pectoral
+terreplein
+light filter
+fishpaste
+dry point
+grison
+feterita
+dolichocephalic
+oenomel
+stretcher
+swag
+cheval-de-frise
+mountain beaver
+scammony
+discus
+leatherleaf saxifrage
+wharf rat
+Dominique
+pelycosaur
+depth gauge
+bishop
+archespore
+true anomaly
+silver jenny
+mercy seat
+kelp
+oviraptorid
+acrylic
+Chinese pea tree
+meat house
+bilge well
+Temperate Zone
+whale louse
+balbriggan
+briefcase bomb
+pump-type pliers
+oil
+sour gourd
+Jewbush
+lunette
+Chinese paddlefish
+pyxidium
+beechnut
+calabar bean
+grugru nut
+gib
+blunt file
+cataphyll
+megasporangium
+blockbuster
+sliding seat
+hogchoker
+calceus
+Connarus guianensis
+honest woman
+survivor
+second balcony
+tempera
+Calvary clover
+murine
+outwork
+bogy
+elephant's-foot
+conning tower
+set square
+blackfly
+stirk
+Streptomyces erythreus
+blade
+goldfield
+snowball
+mortal enemy
+waltzer
+shoal
+galley
+hitchhiker
+lithophyte
+brisling
+scauper
+esophagoscope
+grab
+subtracter
+philosopher
+duplex apartment
+southeastern pocket gopher
+bonduc nut
+reverberatory furnace
+grader
+lamp house
+northern bog lemming
+brotula
+ornithopod
+ptyalith
+obturator
+perpetual motion machine
+range pole
+Africander
+curvet
+daisy print wheel
+floor
+collector
+mutant
+tuck
+fore-and-after
+senega
+buckler mustard
+louvar
+Tarsius glis
+culdoscope
+Spanish fly
+steering gear
+hatchet man
+museum
+saw set
+cambric tea
+comber
+thermohydrometer
+stationer
+chalcis fly
+bryanthus
+whipstitch
+harvest mite
+rock gunnel
+time bomb
+rariora
+pigfish
+apetalous flower
+head shop
+horned whiff
+sandpit
+tachistoscope
+sundries
+taffrail
+caller
+monofocal lens implant
+Dover's powder
+souari nut
+crowbait
+render
+Shakespearian
+hagberry
+megatherian
+magus
+hatchel
+mangabey
+garroter
+piedmont
+cope
+barrio
+psychodid
+rigout
+distributor
+croupier's rake
+sarcenet
+narrow-leaved water plantain
+treenail
+biped
+lanternfish
+overdrive
+barndoor skate
+picket boat
+amber lily
+sawpit
+sand lance
+bucket shop
+common beech
+laundry truck
+surtout
+grogram
+tampion
+escape hatch
+interstice
+shop bell
+snake mackerel
+nakedwood
+tumbrel
+mericarp
+mountain paca
+cab
+big board
+cringle
+eusporangium
+shipping room
+coal chute
+dumbwaiter
+Smiledon californicus
+man-at-arms
+cartridge
+deinonychus
+pigeon pea
+screw bean
+spectacle
+floorboard
+cutting room
+low-warp-loom
+proconsul
+sabicu
+genipap
+clapper
+aquifer
+archaeornis
+belly flop
+Protium heptaphyllum
+interrupter
+high-warp loom
+knight
+wiper
+impression
+poker
+Pithecanthropus
+sable
+guardroom
+tenter
+wellhead
+raja
+strickle
+sodomite
+mountebank
+sand leek
+Barbados gooseberry
+shuffler
+sensory fiber
+crab-eating opossum
+etching
+rare bird
+scup
+fagot
+negro vine
+hutment
+droshky
+nephoscope
+lady chapel
+cutty stool
+release
+vestiture
+buff
+standard
+Tabernacle
+vascular ray
+snakewood
+chlorobenzylidenemalononitrile
+limnologist
+pouched mole
+microwave linear accelerator
+Mastotermes darwiniensis
+wind tee
+orange bat
+open sight
+carpospore
+rampant arch
+sabbatia
+cursor
+post exchange
+bellpull
+center
+cyclostyle
+canonist
+pygmy sperm whale
+moa
+king
+pass-through
+angioscope
+marrow
+hookup
+revetment
+acanthocephalan
+good Samaritan
+apatosaur
+web spinner
+dixie
+ommastrephes
+crossbench
+candlewick
+jack
+light arm
+caisson
+kaki
+quandong nut
+Meuniere butter
+coquilla nut
+mast
+black
+twitterer
+bluethroat pikeblenny
+shielding
+water-shield
+urolith
+elephant bird
+clearway
+dark lantern
+schizopetalon
+press
+Nazi
+sugarberry
+Maltese
+stevedore
+hair shirt
+party wall
+gainer
+blackheart
+nothosaur
+cavetto
+evergreen bittersweet
+chemical bomb
+calpac
+shingle
+turnpike
+animator
+heaver
+isoclinic line
+death knell
+liner
+anathema
+aerie
+razorback
+Ichyostega
+pound net
+French dressing
+mottle
+yard
+string tie
+bell seat
+brattice
+battering ram
+sierra
+pompon
+vertex
+stomach pump
+electrolytic cell
+escolar
+telpher
+roadhouse
+cerecloth
+tartare sauce
+letter case
+whale sucker
+hob
+teg
+canvas
+strickle
+hectograph
+Cartagena bark
+mail car
+acinus
+freedom rider
+bread sauce
+picture window
+Rhizopogon idahoensis
+pinprick
+mass spectrograph
+ringer
+devil's cigar
+salad cream
+marlberry
+airbrake
+Clark cell
+yellow-throated marten
+wire gauge
+dinoceras
+aba
+harpoon log
+plate rail
+mustard plaster
+coelophysis
+journal box
+puce
+ballcock
+quartering
+izar
+clinid
+whirler
+turnspit
+deathbed
+pottle
+shot
+doubler
+Coryphaena equisetis
+English sole
+chicken feed
+borrow pit
+mylodontid
+Chilean nut
+Kundt's tube
+ling
+asthenosphere
+reseau
+death seat
+immovable bandage
+peppermint patty
+lecturer
+electron multiplier
+bear claw
+hyacinth
+beaked salmon
+toehold
+scull
+snowball
+gangsaw
+fiber
+oxeye
+lashing
+Beckman thermometer
+fence
+cantilever
+dinner theater
+Reynard
+jag
+umbrella plant
+camera lucida
+beaver
+slug
+yellowfin croaker
+Sibley tent
+rat-tail file
+anchovy pear
+soldier
+cackler
+chaise
+Pitot-static tube
+minniebush
+Episcopalian
+oleaster
+ejaculator
+wavy-leaved aster
+knight
+rack
+real storage
+magnetic mine
+cocoa plum
+vesiculovirus
+birch leaf miner
+water chevrotain
+rudapithecus
+torpedo tube
+itch mite
+warren
+loft
+washerman
+terrace
+nonstarter
+shit
+platform
+caudex
+ground control
+Ostariophysi
+slopshop
+Peruvian cotton
+crystal oscillator
+plastic bomb
+bar bit
+watering cart
+Asiatic sweetleaf
+artificial joint
+chariot
+casern
+charge-exchange accelerator
+display adapter
+hornpipe
+honey bell
+planula
+Nephthytis afzelii
+hame
+ranter
+trachodon
+synchrocyclotron
+splasher
+heterotroph
+Nicol prism
+Himalayan rhubarb
+headfast
+put-put
+bitter almond
+parr
+scantling
+power breakfast
+madder
+Catalpa bignioides
+rose of Jericho
+spark chamber
+rhizome
+beard worm
+supper club
+negro peach
+keratoscope
+wain
+apple aphid
+planking
+time-delay measuring instrument
+sternpost
+sicklepod
+lake bed
+gatherer
+monotype
+dead-man's float
+poison gas
+dicynodont
+organism
+cell
+person
+animal
+plant
+food
+artifact
+dressage
+contact sport
+outdoor sport
+gymnastics
+track and field
+jumping
+high jump
+skiing
+water sport
+swimming
+dive
+floating
+skin diving
+rowing
+boxing
+sledding
+tobogganing
+wrestling
+skating
+ice skating
+roller skating
+racing
+boat racing
+riding
+equestrian sport
+cycling
+blood sport
+hunt
+fishing
+angling
+casting
+athletic game
+outdoor game
+golf
+field game
+field hockey
+football
+American football
+ball game
+baseball
+court game
+badminton
+basketball
+tennis
+sport
+Seder
+scavenger
+bottom-feeder
+work animal
+beast of burden
+pack animal
+domestic animal
+marine animal
+female
+male
+young
+young mammal
+pup
+cub
+lion cub
+tiger cub
+microorganism
+arbovirus
+herpes
+herpes zoster
+reovirus
+moneran
+cyanobacteria
+enteric bacteria
+actinomycete
+streptomyces
+diplococcus
+parasite
+ectoparasite
+protoctist
+protozoan
+sarcodinian
+ameba
+ciliate
+alga
+brown algae
+green algae
+sporozoan
+cypriniform fish
+cyprinid
+carp
+domestic carp
+shiner
+catostomid
+buffalo fish
+cyprinodont
+killifish
+topminnow
+squirrelfish
+stickleback
+pipefish
+embryo
+fetus
+blastula
+chordate
+cephalochordate
+tunicate
+ascidian
+vertebrate
+aquatic vertebrate
+jawless vertebrate
+lamprey
+hagfish
+cartilaginous fish
+holocephalan
+chimaera
+elasmobranch
+shark
+mackerel shark
+mako
+requiem shark
+dogfish
+smooth dogfish
+spiny dogfish
+smooth hammerhead
+smalleye hammerhead
+shovelhead
+ray
+sawfish
+roughtail stingray
+butterfly ray
+eagle ray
+manta
+skate
+bird
+gamecock
+night bird
+ratite
+passerine
+oscine
+accentor
+lark
+pipit
+finch
+canary
+dark-eyed junco
+New World sparrow
+bunting
+honeycreeper
+sparrow
+grosbeak
+towhee
+weaver
+grassfinch
+tyrannid
+New World flycatcher
+kingbird
+pewee
+cotinga
+antbird
+Old World flycatcher
+thrush
+nightingale
+Old World chat
+warbler
+kinglet
+Old World warbler
+New World warbler
+flycatching warbler
+New World chat
+yellowthroat
+New World oriole
+northern oriole
+meadowlark
+New World blackbird
+grackle
+Old World oriole
+starling
+myna
+corvine bird
+crow
+Old World jay
+common European jay
+New World jay
+blue jay
+Canada jay
+Rocky Mountain jay
+nutcracker
+European magpie
+American magpie
+Australian magpie
+wren
+marsh wren
+thrasher
+New Zealand wren
+creeper
+titmouse
+black-capped chickadee
+Carolina chickadee
+swallow
+martin
+tanager
+shrike
+butcherbird
+bush shrike
+bowerbird
+European water ouzel
+American water ouzel
+vireo
+waxwing
+bird of prey
+hawk
+black kite
+swallow-tailed kite
+white-tailed kite
+harrier
+falcon
+peregrine
+caracara
+eagle
+young bird
+sea eagle
+Aegypiidae
+Old World vulture
+griffon vulture
+bearded vulture
+Egyptian vulture
+black vulture
+New World vulture
+buzzard
+condor
+Andean condor
+California condor
+black vulture
+king vulture
+owl
+horned owl
+scops owl
+amphibian
+salamander
+newt
+Pacific newt
+ambystomid
+climbing salamander
+web-toed salamander
+frog
+true frog
+true toad
+spadefoot
+tree toad
+cricket frog
+tongueless frog
+reptile
+anapsid
+diapsid
+chelonian
+turtle
+sea turtle
+ridley
+snapping turtle
+musk turtle
+diamondback terrapin
+Western box turtle
+tortoise
+soft-shelled turtle
+saurian
+lizard
+gecko
+iguanid
+spiny lizard
+fence lizard
+horned lizard
+skink
+teiid lizard
+racerunner
+plateau striped whiptail
+Chihuahuan spotted whiptail
+western whiptail
+checkered whiptail
+agamid
+moloch
+anguid lizard
+venomous lizard
+lacertid lizard
+chameleon
+monitor
+crocodilian reptile
+crocodile
+alligator
+caiman
+armored dinosaur
+ankylosaur
+bone-headed dinosaur
+ceratopsian
+hadrosaur
+saurischian
+sauropod
+theropod
+ceratosaur
+maniraptor
+synapsid
+pterosaur
+ichthyosaur
+snake
+colubrid snake
+smooth green snake
+rough green snake
+racer
+blacksnake
+whip-snake
+rat snake
+bull snake
+common kingsnake
+milk snake
+common garter snake
+ribbon snake
+Western ribbon snake
+common water snake
+water moccasin
+grass snake
+viperine grass snake
+sand snake
+lyre snake
+blind snake
+indigo snake
+constrictor
+boa
+python
+elapid
+coral snake
+coral snake
+cobra
+mamba
+black mamba
+krait
+viper
+pit viper
+rattlesnake
+timber rattlesnake
+arthropod
+arachnid
+false scorpion
+whip-scorpion
+spider
+European wolf spider
+acarine
+hard tick
+Ixodes dammini
+Ixodes neotomae
+Ixodes pacificus
+Ixodes scapularis
+sheep-tick
+Ixodes persulcatus
+Ixodes dentatus
+Ixodes spinipalpis
+wood tick
+soft tick
+mite
+trombiculid
+spider mite
+house centipede
+gallinaceous bird
+domestic fowl
+jungle fowl
+chicken
+cock
+hen
+turkey
+grouse
+European black grouse
+Asian black grouse
+blackcock
+greyhen
+red grouse
+moorhen
+greater prairie chicken
+lesser prairie chicken
+heath hen
+guan
+chachalaca
+megapode
+mallee fowl
+phasianid
+pheasant
+bobwhite
+northern bobwhite
+Old World quail
+migratory quail
+peafowl
+California quail
+Hungarian partridge
+red-legged partridge
+Greek partridge
+mountain quail
+guinea fowl
+columbiform bird
+pigeon
+dove
+turtledove
+domestic pigeon
+homing pigeon
+sandgrouse
+parrot
+cockatoo
+lory
+varied Lorikeet
+rainbow lorikeet
+parakeet
+cuculiform bird
+cuckoo
+crow pheasant
+coraciiform bird
+roller
+kingfisher
+hoopoe
+apodiform bird
+swift
+Archilochus colubris
+thornbill
+goatsucker
+piciform bird
+woodpecker
+flicker
+sapsucker
+toucanet
+trogon
+quetzal
+aquatic bird
+waterfowl
+anseriform bird
+duck
+teal
+widgeon
+sheldrake
+goldeneye
+scaup
+wood duck
+sea duck
+scoter
+merganser
+gosling
+gander
+Chinese goose
+greylag
+blue goose
+snow goose
+brant
+common brant goose
+honker
+barnacle goose
+swan
+tundra swan
+screamer
+crested screamer
+mammal
+prototherian
+monotreme
+marsupial
+opossum
+bandicoot
+kangaroo
+common wallaby
+hare wallaby
+nail-tailed wallaby
+rock wallaby
+pademelon
+tree wallaby
+rat kangaroo
+phalanger
+dasyurid marsupial
+dasyure
+placental
+calf
+buck
+insectivore
+mole
+shrew mole
+shrew
+water shrew
+tenrec
+invertebrate
+sponge
+glass sponge
+coelenterate
+Chrysaora quinquecirrha
+hydrozoan
+siphonophore
+anthozoan
+actinia
+coral
+gorgonian
+stony coral
+ctenophore
+worm
+planarian
+fluke
+liver fluke
+Fasciolopsis buski
+schistosome
+tapeworm
+echinococcus
+taenia
+common roundworm
+chicken roundworm
+pinworm
+eelworm
+vinegar eel
+trichina
+hookworm
+filaria
+Guinea worm
+annelid
+oligochaete
+polychaete
+leech
+mollusk
+scaphopod
+gastropod
+abalone
+scorpion shell
+giant conch
+edible snail
+garden snail
+brown snail
+Helix hortensis
+seasnail
+neritid
+limpet
+Hermissenda crassicornis
+cowrie
+bivalve
+clam
+quahog
+cockle
+oyster
+mussel
+marine mussel
+freshwater mussel
+scallop
+shipworm
+cephalopod
+octopod
+decapod
+squid
+crustacean
+malacostracan crustacean
+decapod crustacean
+crab
+swimming crab
+spider crab
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+rail
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+purple gallinule
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+plain turkey
+button quail
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+sandpiper
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+ruff
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+red-breasted snipe
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+godwit
+stilt
+stilt
+phalarope
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+larid
+gull
+tern
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+gannet
+snakebird
+sphenisciform seabird
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+black-footed albatross
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+storm petrel
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+rorqual
+toothed whale
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+fur seal
+South American sea lion
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+Steller sea lion
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+bitch
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+cur
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+toy spaniel
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+hound
+coonhound
+dachshund
+foxhound
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+bullterrier
+rat terrier
+Manchester terrier
+fox terrier
+wirehair
+Welsh terrier
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+Skye terrier
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+retriever
+pointer
+setter
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+springer spaniel
+water spaniel
+working dog
+watchdog
+shepherd dog
+Belgian sheepdog
+pinscher
+Sennenhunde
+mastiff
+bulldog
+guide dog
+sled dog
+liver-spotted dalmatian
+spitz
+griffon
+corgi
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+wolf
+coydog
+wild dog
+striped hyena
+brown hyena
+spotted hyena
+aardwolf
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+black fox
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+blue fox
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+cat
+domestic cat
+tom
+blue point Siamese
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+caracal
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+leopardess
+panther
+lioness
+lionet
+Bengal tiger
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+saber-toothed tiger
+bear
+Syrian bear
+grizzly
+Alaskan brown bear
+cinnamon bear
+viverrine
+civet
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+slender-tailed meerkat
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+game bird
+fossorial mammal
+tetrapod
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+beetle
+two-spotted ladybug
+Mexican bean beetle
+Hippodamia convergens
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+calosoma
+searcher
+firefly
+sawyer
+pine sawyer
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+Colorado potato beetle
+carpet beetle
+clerid beetle
+lamellicorn beetle
+scarabaeid beetle
+scarab
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+Formica fusca
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+assassin bug
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+whitefly
+sweet-potato whitefly
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+scale insect
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+armored scale
+mealybug
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+greenfly
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+peba
+apar
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+anthropoid ape
+hominoid
+hominid
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+Homo erectus
+Homo sapiens
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+Barbary ape
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+abbey
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+abrader
+accelerator
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+acrylic
+action
+actuator
+adhesive bandage
+adjustable wrench
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+air gun
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+air pump
+air-to-air missile
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+alb
+alcazar
+Allen screw
+alms dish
+altimeter
+Amati
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+ammunition
+amplifier
+analog computer
+analytical balance
+anchor
+anchor chain
+aneroid barometer
+angledozer
+anklet
+antenna
+anteroom
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+antiballistic missile
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+apartment building
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+apparel
+appliance
+appliance
+applicator
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+arc lamp
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+armored vehicle
+armor plate
+armrest
+array
+arrow
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+assembly plant
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+astronomical telescope
+athletic sock
+atom bomb
+atomic clock
+atomizer
+attachment
+attack submarine
+attire
+audiocassette
+audio system
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+auditorium
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+autoinjector
+autoloader
+automat
+automat
+automatic firearm
+automatic rifle
+automaton
+auxiliary research submarine
+awl
+ax
+axis
+axle
+axletree
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+baby buggy
+baby grand
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+background
+backseat
+badminton equipment
+badminton racket
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+bag
+bag
+baggage
+bagpipe
+bait
+balance
+balcony
+balcony
+bale
+ball
+ball gown
+ballistic missile
+ballistic pendulum
+ball-peen hammer
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+bandage
+bandanna
+banderilla
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+bar
+barbed wire
+barge
+barge pole
+barn door
+barograph
+barrack
+barrage balloon
+barrel knot
+barrel vault
+barrier
+barroom
+base
+base
+baseball equipment
+basilica
+basin
+basket
+basketball equipment
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+bass drum
+bass horn
+bastion
+bat
+bathhouse
+battery
+battle-ax
+battle dress
+battleship
+bay rum
+bay window
+beading plane
+beam
+beam balance
+bearing
+beater
+beating-reed instrument
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+bedclothes
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+bedroom furniture
+bedspread
+bedspring
+beehive
+beer barrel
+bell
+bell push
+bell tower
+belt
+belt buckle
+bench
+berlin
+berth
+besom
+bevel gear
+bicycle
+bicycle chain
+bier
+billiard ball
+bin
+binding
+bin liner
+binocular microscope
+bioscope
+birchbark canoe
+bird shot
+bistro
+bit
+bit
+black tie
+blade
+blade
+blanket
+blimp
+blind
+block
+block plane
+blouse
+blower
+blowtorch
+bludgeon
+boarding
+boarding house
+boardroom
+boat
+bobbin
+body
+body armor
+body lotion
+boiler
+bolt
+bolt
+bomb
+bomber
+bongo
+boom
+boom
+boomerang
+boot
+booth
+booth
+bore bit
+Boston rocker
+bota
+bottle
+bottle opener
+bow
+bow
+bowed stringed instrument
+bowl
+bowl
+bowline
+bowling equipment
+bowling pin
+bowsprit
+box
+box
+boxcar
+boxing equipment
+brace
+brace
+bracelet
+bracket
+brake
+brake system
+brass
+brasserie
+brazier
+breechcloth
+breeches
+brewpub
+brick
+bricklayer's hammer
+brickwork
+bridal gown
+bridge
+briefcase
+brigandine
+brilliant pebble
+brim
+broad arrow
+broadax
+broad hatchet
+broadsword
+brush
+bubble jet printer
+buffer
+buffet
+building
+building complex
+bulldozer
+bullet
+bullhorn
+bullnose
+bundle
+bunker
+burial chamber
+burner
+bus
+business suit
+butt joint
+button
+buttress
+butt shaft
+buzz bomb
+cabaret
+caber
+cabin
+cabin
+cabinet
+cabinet
+cabin liner
+cable
+cable
+cafe
+cafeteria
+cafeteria tray
+caff
+cage
+calculator
+caliper
+calorimeter
+camera
+camera lens
+camera tripod
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+camp
+camp chair
+camper
+can
+canal
+candelabrum
+candlestick
+cane
+cannikin
+cannon
+cannon
+cannonball
+canopy
+canteen
+canteen
+canvas
+canvas tent
+cap
+cap
+cap
+capacitor
+caparison
+cape
+cap screw
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+car
+carbine
+carbon arc lamp
+card index
+cardioid microphone
+car door
+cargo liner
+cargo ship
+carillon
+carpenter's hammer
+carpenter's level
+carpenter's mallet
+carpenter's rule
+carpet tack
+carriage
+carriage
+carriage bolt
+carrick bend
+carrier
+car seat
+cart
+cartridge
+cartridge belt
+cartridge holder
+case
+case
+cashbox
+casque
+casserole
+cassock
+catch
+catcher's mask
+cathedra
+cathedral
+cathedral
+catheter
+cathode
+cathode-ray tube
+cat's-paw
+cattle car
+cautery
+cavalry sword
+cedar chest
+cell
+cell
+cellblock
+center
+centrifuge
+ceramic
+ceramic ware
+chain tongs
+chair
+chair of state
+chalk
+chamfer plane
+chandlery
+chapel
+character printer
+chassis
+chasuble
+chatelaine
+checker
+cheeseboard
+chemical reactor
+chessman
+chest of drawers
+child's room
+china
+chip
+chip
+chisel
+choke
+chokey
+chordophone
+chronoscope
+chuck
+church key
+cigar lighter
+circle
+circuit
+circuit board
+circular plane
+circular saw
+cistern
+civilian clothing
+clamp
+clamshell
+clarinet
+classroom
+clavier
+cleaning implement
+cleaning pad
+clean room
+clinic
+clip
+cloak
+clock
+closed circuit
+closed-circuit television
+closet
+cloth covering
+clothes closet
+clothes dryer
+clothes hamper
+clothes tree
+clothing
+clothing store
+clout nail
+clove hitch
+clutch
+coach
+coal car
+coal shovel
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+coat closet
+coating
+coating
+coat of paint
+coaxial cable
+cocked hat
+coffee cup
+coffee maker
+coffer
+coffin
+coil
+colander
+collider
+cologne
+colonnade
+color television
+Colt
+column
+column
+comb
+comb
+combination plane
+combine
+commissary
+commodity
+communication system
+commutator
+compact disk
+compartment
+compass
+compass card
+compound lens
+compound lever
+compressor
+computer
+computer circuit
+computer network
+computer screen
+computer system
+concentration camp
+concert grand
+concertina
+condenser
+condenser
+condenser microphone
+conductor
+connecting rod
+connection
+conservatory
+conservatory
+contact
+container
+contrabassoon
+control
+control panel
+control system
+convent
+converging lens
+converter
+convertible
+conveyance
+cooker
+cooking utensil
+cooler
+cooling system
+cord
+cord
+cordage
+corner
+correctional institution
+corset
+cosmetic
+costume
+costume
+cotter
+cotton
+counter
+counter
+counter
+counter tube
+country house
+coupling
+court
+court
+coverall
+covering
+cowbarn
+craft
+cravat
+crazy quilt
+cream
+cream pitcher
+crematory
+crepe
+crib
+cricket equipment
+croquet equipment
+crossbar
+crossbow
+crosspiece
+crown jewels
+cruiser
+cruiser
+cruise ship
+crystal microphone
+cudgel
+cuff
+cultivator
+cup
+cupboard
+cupola
+curb roof
+curtain
+cutout
+cutter
+cutting implement
+cybercafe
+cyclotron
+cylinder
+cymbal
+dado plane
+dagger
+damper
+dart
+data converter
+data input device
+davenport
+davenport
+davit
+dead axle
+deck
+deck
+deck chair
+deep-freeze
+defensive structure
+delay line
+delicatessen
+dental appliance
+denture
+depilatory
+depressor
+depth finder
+derrick
+destroyer
+detector
+detector
+detonating fuse
+detonator
+developer
+device
+dial
+dialyzer
+diathermy machine
+diesel locomotive
+digital camera
+digital computer
+digital display
+diner
+dinghy
+dining car
+dining-hall
+dining room
+dining-room furniture
+dining-room table
+dinner dress
+dinner pail
+dinner table
+diode
+dip
+diplomatic building
+dipper
+DIP switch
+directional antenna
+directional microphone
+direction finder
+disguise
+dish
+dish
+disk
+dispenser
+display
+display panel
+distillery
+ditch
+ditch spade
+dive bomber
+doll
+dolmen
+domino
+door
+doorbell
+doorlock
+doornail
+dormer window
+dormitory
+dot matrix printer
+double-breasted suit
+double-reed instrument
+douche
+dovecote
+dovetail plane
+downstage
+drafting instrument
+Dragunov
+drawstring bag
+dray
+dredging bucket
+dress
+dress blues
+dressing
+dress uniform
+drill
+electric drill
+drill rig
+drinking fountain
+drinking vessel
+drip mat
+drip pot
+drive
+drive
+drogue
+drogue parachute
+drop-leaf table
+dry battery
+dry dock
+dryer
+dry masonry
+dry wall
+dugout canoe
+dumdum
+dumpcart
+dune buggy
+dungeon
+duplicator
+dustmop
+dwelling
+earphone
+earthenware
+easel
+easy chair
+edge tool
+eiderdown
+elastic bandage
+electrical converter
+electrical device
+electric bell
+electric frying pan
+electric furnace
+electric heater
+electric lamp
+electric motor
+electric refrigerator
+electro-acoustic transducer
+electrode
+electromagnet
+electronic balance
+electronic device
+electronic equipment
+electronic instrument
+electronic voltmeter
+electron microscope
+electrostatic generator
+electrostatic printer
+elevator
+embankment
+embellishment
+enamel
+enamelware
+enclosure
+endoscope
+engine
+engine
+ensemble
+entrenching tool
+epidiascope
+equipment
+eraser
+escutcheon
+espadrille
+espresso shop
+establishment
+estaminet
+exercise device
+exhaust fan
+exhibition hall
+Exocet
+expansion bolt
+explosive device
+external-combustion engine
+extractor
+fabric
+face mask
+face veil
+facing
+factory
+fairlead
+false face
+fan
+farm building
+farm machine
+fastener
+fatigues
+faucet
+feedback circuit
+fence
+fencing sword
+fender
+ferry
+fetoscope
+field-sequential color television
+fife
+fifth wheel
+fighter
+figure eight
+file
+file server
+filling
+film
+film
+filter
+filter
+finery
+finisher
+fipple flute
+fire
+firearm
+fire iron
+fireplace
+firkin
+fisherman's bend
+fisherman's knot
+fisherman's lure
+fishing boat
+fishing rod
+fishnet
+flag
+flageolet
+flambeau
+flannelette
+flap
+flashlight
+flask
+flatcar
+flat tip screwdriver
+fleet ballistic missile submarine
+flight simulator
+flip-flop
+floating dock
+floor
+floor
+floor cover
+fly
+flywheel
+fob
+foghorn
+folder
+food hamper
+footbath
+footbridge
+foothold
+foot rule
+footwear
+footwear
+forceps
+fore-and-aft sail
+foremast
+fore plane
+fore-topmast
+fork
+formalwear
+fortification
+fortress
+foundation garment
+foundry
+fragmentation bomb
+framework
+free-reed instrument
+freight train
+French door
+friary
+friction clutch
+frigate
+frill
+frock coat
+front projector
+fruit machine
+full-dress uniform
+full metal jacket
+funny wagon
+fur hat
+furnace
+furnishing
+furniture
+fuse
+gable
+gable roof
+gaff
+galleon
+gallery
+galley
+galley
+gallows
+galvanometer
+gambling house
+game
+game equipment
+gamp
+garage
+Garand rifle
+garden
+garden spade
+garden tool
+garment
+gas burner
+gas-discharge tube
+gasket
+gasoline engine
+gate
+gatehouse
+gatepost
+gathered skirt
+gauge
+gauze
+gauze
+gavel
+gear
+gear
+gear
+gearing
+general-purpose bomb
+generator
+generator
+Geneva gown
+geodesic dome
+girder
+glass
+glider
+glove
+glyptic art
+goal
+golf club
+golf equipment
+Gordian knot
+Gothic arch
+government building
+government office
+gown
+gramophone
+granary
+granny knot
+grapnel
+grapnel
+grate
+graver
+greasy spoon
+greatcoat
+great hall
+greengrocery
+grenade
+grillroom
+groined vault
+Guarnerius
+guidance system
+guided missile
+guildhall
+guitar
+guitar pick
+gun
+gun carriage
+gunlock
+gunsight
+gun trigger
+gurney
+gymnastic apparatus
+gym shoe
+gypsy cab
+habergeon
+habit
+hairdressing
+hairpiece
+hairpin
+half hatchet
+half hitch
+hall
+hall
+hammer
+hand
+handbell
+handbow
+handcart
+hand glass
+handloom
+hand lotion
+hand mower
+handsaw
+hand shovel
+hand tool
+handwear
+handwheel
+hanger
+hank
+harpsichord
+harrow
+hash house
+hat
+hatch
+hauberk
+hawser bend
+hazard
+head
+head
+head covering
+headdress
+header
+headgear
+headlight
+headsail
+headscarf
+health spa
+heat engine
+heater
+heat lamp
+heat-seeking missile
+heavier-than-air craft
+heckelphone
+hedge
+helicopter
+helm
+helmet
+helmet
+heraldry
+high altar
+high-angle gun
+high gear
+high table
+hinge
+hip boot
+hitch
+hoe
+hogshead
+hoist
+holder
+holding device
+home appliance
+homespun
+hood
+hood
+hood
+hook
+Hoover
+hope chest
+horn
+horn button
+horse
+horsecar
+horse-drawn vehicle
+horsehair wig
+hosiery
+hospital
+hospital room
+hostel
+hot-air balloon
+hotel
+hotel room
+hot tub
+house
+house
+housing
+hovel
+huarache
+humeral veil
+hut
+hutch
+hydraulic brake
+hydraulic system
+hydroelectric turbine
+hydrofoil
+hydrometer
+hygrometer
+hypermarket
+hypodermic syringe
+ice machine
+ice rink
+ice skate
+icetray
+ignition switch
+impact printer
+implant
+implement
+imprint
+improvised explosive device
+inclined plane
+indicator
+induction coil
+ink-jet printer
+inkstand
+institution
+instrument
+instrument of punishment
+instrument of torture
+interceptor
+interchange
+intercommunication system
+intercontinental ballistic missile
+interface
+interior door
+internal-combustion engine
+ionization chamber
+video iPod
+iron
+jack
+jack
+jacket
+jacket
+jack plane
+jail
+jamb
+jar
+jeroboam
+jet
+jet engine
+jewelled headdress
+jib
+jibboom
+jiggermast
+joint
+jointer
+joist
+jolly boat
+jug
+jumper
+jumper cable
+junction
+junction
+jury mast
+kayak
+keel
+keg
+kerchief
+kettle
+key
+key
+keyboard
+keyboard instrument
+khakis
+kiln
+kinescope
+kingbolt
+kirk
+kit
+kit
+kitbag
+kitchen
+kitchen appliance
+kitchen utensil
+kite balloon
+knee-high
+knife
+knife
+knit
+knob
+lace
+lacquer
+ladder truck
+lag screw
+lamasery
+laminate
+lamination
+lamp
+lamp
+landing gear
+land mine
+lantern
+lapel
+lathe
+lattice
+launcher
+lead-acid battery
+leather strip
+Leclanche cell
+leg
+legging
+lens
+lens implant
+level
+lever
+Levi's
+lid
+life buoy
+life jacket
+life preserver
+lifting device
+ligament
+light
+light-emitting diode
+lighter-than-air craft
+lighting
+light microscope
+linear accelerator
+line printer
+lingerie
+lining
+liquid crystal display
+lister
+living quarters
+living room
+local area network
+lock
+locomotive
+lodge
+lodging house
+loft
+loft
+longbow
+lookout
+loom
+loop knot
+lota
+lounge
+loungewear
+love knot
+lunchroom
+luxury liner
+lyre
+machine
+machine
+machine bolt
+machine gun
+machinery
+machine screw
+machine tool
+magic lantern
+magnet
+magnetic disk
+magnetic recorder
+magnetic tape
+magnifier
+magnum
+magnus hitch
+mailer
+mainframe
+mainmast
+main-topmast
+main yard
+makeup
+mallet
+mallet
+mallet
+mandolin
+manger
+man-of-war
+manometer
+MANPAD
+mansard
+mansion
+marina
+marker
+marketplace
+maser
+mask
+masonry
+mass spectrometer
+mast
+mast
+mat
+mat
+match
+match
+match plane
+material
+materiel
+Matthew Walker
+maul
+measure
+measuring instrument
+measuring stick
+mechanical device
+mechanical system
+mechanism
+medical building
+medical instrument
+memorial
+memory
+memory chip
+memory device
+menhir
+man's clothing
+mercantile establishment
+mercury barometer
+mercury thermometer
+mercury-vapor lamp
+mess
+metal screw
+meteorological balloon
+meter
+meterstick
+microbalance
+microfilm
+microscope
+military hospital
+military quarters
+military vehicle
+mill
+milldam
+millinery
+mine
+minibike
+mink
+minster
+Minuteman
+mirror
+mixer
+mizzenmast
+module
+mold
+moldboard plow
+monitor
+monitor
+morgue
+mortise joint
+motion-picture camera
+motion-picture film
+motor
+motorboat
+motorcycle
+motor hotel
+motor vehicle
+mound
+mount
+mouse button
+movie projector
+moving-coil galvanometer
+mug
+multiplex
+multiplexer
+musette pipe
+mushroom anchor
+musical instrument
+musket
+musket ball
+muslin
+muzzle loader
+narrowbody aircraft
+nautilus
+navigational system
+naval equipment
+naval gun
+naval radar
+naval weaponry
+navigational instrument
+nebuchadnezzar
+neckline
+neckpiece
+necktie
+neckwear
+needle
+needlework
+negligee
+net
+net
+net
+net
+network
+network
+night bell
+nightwear
+noisemaker
+nonsmoker
+non-volatile storage
+nose flute
+nuclear reactor
+nuclear weapon
+nursery
+oar
+oblique bandage
+oboe da caccia
+oboe d'amore
+obstacle
+office
+office furniture
+oil lamp
+oil paint
+oil tanker
+olive drab
+omnidirectional antenna
+onion dome
+open-air market
+open-end wrench
+opener
+openside plane
+ophthalmoscope
+optical device
+optical disk
+optical instrument
+optical telescope
+organ pipe
+outbuilding
+outerwear
+outfit
+outrigger canoe
+outside mirror
+oven
+overgarment
+overhand knot
+overhang
+overhead projector
+overnighter
+overshoe
+oxford
+package
+packaging
+packing box
+paddle
+paddle steamer
+page printer
+paint
+pallium
+pan
+pan
+panic button
+panopticon
+panopticon
+pantechnicon
+pantry
+pants suit
+panzer
+paper chain
+paper fastener
+parabolic reflector
+parapet
+parasail
+parka
+parsonage
+particle detector
+partition
+passenger ship
+passenger train
+passenger van
+passive matrix display
+passkey
+patch
+patchouli
+patchwork
+patina
+patisserie
+pavis
+peavey
+pedal
+pedestal table
+pedestrian crossing
+pedicab
+peg
+pen
+penal institution
+pencil
+pendulum
+pendulum clock
+percolator
+percussion instrument
+perfumery
+peripheral
+periwig
+personal computer
+petticoat
+Phillips screw
+Phillips screwdriver
+phonograph record
+photographic equipment
+photographic paper
+photometer
+physical pendulum
+piano
+piccolo
+pick
+pick
+pickle barrel
+piece of cloth
+pile
+pillow lace
+pilothouse
+pin
+pincer
+pinstripe
+pipe
+pipet
+pipe wrench
+pistol
+pivot
+place of business
+place of worship
+planetarium
+planner
+plant
+planter
+plasterboard
+plastic laminate
+plastic wrap
+plastron
+plate
+platform
+platform
+platform rocker
+plating
+pleat
+plethysmograph
+plexor
+pliers
+plug
+plug
+pneumatic drill
+pocket
+pocket-handkerchief
+pocketknife
+pointed arch
+polyester
+polygraph
+pomade
+pontifical
+pool ball
+poorhouse
+porcelain
+porch
+portable computer
+portico
+post
+posthole digger
+pot
+potential divider
+potpourri
+pottery
+pouch
+poultice
+powder
+powder keg
+power brake
+power mower
+power saw
+power shovel
+power tool
+press
+press
+pressure dome
+pressure gauge
+pressure suit
+printed circuit
+printer
+prison camp
+prod
+prolonge knot
+prompter
+prong
+propeller
+propeller plane
+prosthesis
+protective covering
+protective garment
+pruning saw
+pruning shears
+public house
+public toilet
+public transport
+pull
+pull chain
+pulley
+Pullman
+pullover
+pulse counter
+pump
+pump
+pump house
+punch
+punch press
+purifier
+push broom
+push button
+pusher
+puzzle
+pyrometer
+pyx
+QWERTY keyboard
+racing boat
+rack
+rack
+radar
+radiogram
+radio interferometer
+radio link
+radiometer
+radio receiver
+radiotelegraph
+radiotelephone
+radio transmitter
+raft
+rail
+rail fence
+railing
+raincoat
+rake
+ramp
+rampart
+random-access memory
+rayon
+razor
+reaction-propulsion engine
+reactor
+reading lamp
+reading room
+read-only memory
+rearview mirror
+receiver
+receptacle
+reception room
+recess
+reconnaissance plane
+recorder
+recording
+record player
+recreation room
+recycling bin
+reed stop
+reef knot
+refectory table
+refinery
+reflecting telescope
+reflector
+reformatory
+refracting telescope
+refrigerator car
+refuge
+regalia
+regimentals
+regulator
+rein
+religious residence
+removable disk
+repair shop
+repeating firearm
+reproducer
+rescue equipment
+reservoir
+reset button
+residence
+resistor
+resonator
+respirator
+restraint
+retort
+rheostat
+rib
+ribbed vault
+riddle
+ride
+riding boot
+riding mower
+rifle ball
+rig
+rink
+river boat
+road
+roadway
+robe
+rocket
+rocket
+rod
+roller
+roller
+in-line skate
+roller blind
+roller coaster
+rolling hitch
+Rolodex
+Roman building
+roof
+roof
+room
+roost
+rope
+rose water
+rotary engine
+rotating mechanism
+rotating shaft
+rotisserie
+rotor
+round arch
+router plane
+row house
+royal mast
+rubber bullet
+rug
+rushlight
+sable
+sable coat
+sack
+sackbut
+sacking
+saddle
+safe
+safety belt
+safety curtain
+safety fuse
+safety match
+sail
+sailboat
+sailing vessel
+salver
+sandglass
+sash
+satellite
+satellite television
+saucepan
+savings bank
+saw
+sawhorse
+scale
+scarf
+school
+scientific instrument
+scissors
+scoop
+scratcher
+screen
+screen
+screen
+screw eye
+scrub plane
+scuffer
+sculpture
+sea boat
+sea chest
+seam
+seaplane
+seat
+seat
+second hand
+secretary
+security system
+seeker
+selector
+self-propelled vehicle
+semiautomatic firearm
+semiautomatic pistol
+semiconductor device
+serger
+serpent
+serving cart
+serving dish
+set
+setscrew
+setscrew
+sewing needle
+sextant
+shackle
+shade
+shaft
+shag rug
+shaker
+shaper
+shaping tool
+sharpener
+shaving cream
+shaving foam
+shawl
+shawm
+shears
+sheath
+shed
+sheepshank
+sheet bend
+shelf
+shell
+shell
+shell
+shellac
+shelter
+shelter
+shelter
+shield
+ship
+shipboard system
+shirt
+shirtfront
+shock absorber
+shoe
+shooting brake
+shop
+short pants
+shotgun
+shoulder holster
+shrine
+shutter
+shuttle
+sidewinder
+sieve
+sifter
+sights
+signaling device
+signboard
+silk
+simulator
+single bed
+single-breasted suit
+single-reed instrument
+sitz bath
+six-pack
+skate
+skein
+skeleton
+skewer
+skidder
+skid lid
+skiff
+ski pole
+skirt
+ski tow
+skullcap
+slack suit
+slat
+sled
+sleeper
+sleeping car
+sleeve
+sleeve
+slide projector
+slipknot
+slipper
+sloop
+slop pail
+slot machine
+small boat
+smart bomb
+smoker
+smooth plane
+snack bar
+snap-brim hat
+snare drum
+sniper rifle
+Sno-cat
+soapbox
+socle
+sofa
+sonograph
+sorter
+sound recording
+soup ladle
+source of illumination
+soutane
+spacecraft
+spade
+spar
+spatula
+spear
+spear
+spectacles
+spectrograph
+spectroscope
+speedometer
+spider
+spike
+spike
+spinet
+spinning machine
+spiral ratchet screwdriver
+spiral spring
+spit
+spokeshave
+sponge mop
+spoon
+sports equipment
+sports implement
+sportswear
+spot
+spring
+spring balance
+springboard
+sprit
+square
+square knot
+squash racket
+squawk box
+squeezer
+squinch
+stabilizer
+stabilizer
+stable gear
+stadium
+stall
+stamp mill
+stand
+standard cell
+staple
+starter
+state prison
+station
+statue
+stay
+steakhouse
+stealth aircraft
+stealth bomber
+stealth fighter
+steam bath
+steamboat
+steamer
+steam iron
+steam whistle
+steel mill
+steelyard
+steeple
+steering system
+step
+step-up transformer
+stereo
+stick
+stick
+still
+stilt
+Stinger
+stock
+stockcar
+stock car
+stocking
+stonework
+stool
+stopper knot
+storage battery
+storage space
+storeroom
+stove
+stove bolt
+Stradavarius
+straight chair
+strap
+strap
+stringed instrument
+strip
+strongbox
+stronghold
+strongroom
+structural member
+structure
+stylus
+submachine gun
+submersible
+submersible
+subwoofer
+suction pump
+suede cloth
+sunbonnet
+sunhat
+supermarket
+superstructure
+supply chamber
+support
+support
+support column
+supporting structure
+supporting tower
+surface lift
+surface-to-air missile
+surgeon's knot
+surgical instrument
+surgical knife
+surplice
+surveillance system
+surveying instrument
+surveyor's level
+swamp buggy
+sweater
+swimsuit
+sword
+synchrotron
+system
+tabi
+table
+table
+table knife
+tableware
+tabor
+tachometer
+tack
+tack hammer
+talaria
+tambour
+tambourine
+tampon
+tank
+tank car
+tannoy
+tape
+tape deck
+tape recorder
+target
+tavern
+tea chest
+teaching aid
+tea gown
+teashop
+teaspoon
+tea-strainer
+tea tray
+telecommunication system
+telephone
+telephone line
+telephone receiver
+telephone system
+telephone wire
+telescope
+television antenna
+television camera
+television equipment
+television monitor
+temple
+temple
+tender
+tennis racket
+tenor drum
+tenoroon
+tenpenny nail
+tent
+tenterhook
+terminal
+terminal
+test rocket
+tetraskelion
+textile machine
+textile mill
+theater
+theodolite
+thermometer
+thermostat
+three-piece suit
+three-way switch
+thumbscrew
+thumbtack
+tights
+tile
+timber
+timber hitch
+timbrel
+time-fuse
+timepiece
+timer
+time-switch
+tire chain
+tithe barn
+toecap
+toga
+toggle switch
+toilet
+toilet powder
+toiletry
+toilet water
+token
+tomograph
+toner
+tongs
+tool
+toolbox
+tooth
+toothbrush
+top
+top
+topgallant
+topmast
+topsail
+torpedo
+torpedo boat
+touch screen
+towel
+toweling
+tower
+toy box
+track
+tracked vehicle
+trailer
+trailer
+train
+trammel
+transdermal patch
+transformer
+transistor
+transmission
+transmitter
+transporter
+trap
+trapeze
+travel iron
+treasure chest
+trellis
+trench
+trial balloon
+triclinium
+troop carrier
+trough
+trouser
+trowel
+truck
+trunk
+try square
+tube
+tuck shop
+tun
+tunic
+turbine
+Turkish towel
+Turk's head
+turner
+turntable
+turtleneck
+tweed
+tweeter
+twenty-two
+two-piece
+typesetting machine
+typewriter
+ultraviolet lamp
+undercarriage
+undergarment
+underpants
+underwear
+uneven parallel bars
+uniform
+university
+uplift
+urn
+urn
+utensil
+vacuum flask
+valve
+van
+van
+varnish
+vehicle
+veranda
+vertical file
+vessel
+vessel
+vest
+vibrator
+vibrator
+videocassette
+video recording
+vigil light
+viol
+vise
+vivarium
+voltaic cell
+voltmeter
+wagon
+waist pack
+walking stick
+wall
+wall
+wall unit
+ward
+warehouse
+warship
+wash
+washer
+washtub
+watch
+watchtower
+water-base paint
+water butt
+water cart
+watercolor
+water-cooled reactor
+water gauge
+water ski
+waterwheel
+weapon
+weaponry
+weatherglass
+weathervane
+web
+wedge
+wedge
+weighbridge
+weight
+weir
+weld
+well
+whaler
+wheel
+wheelchair
+wheeled vehicle
+wheelwork
+whetstone
+whip
+whisk
+whispering gallery
+white goods
+whorehouse
+wicker basket
+widebody aircraft
+winch
+Winchester
+wind instrument
+window
+window
+window blind
+window envelope
+Windsor knot
+wine bucket
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+wild apple
+crab apple
+Iowa crab
+cinquefoil
+plum
+wild plum
+bullace
+apricot
+cherry
+wild cherry
+sweet cherry
+sour cherry
+almond tree
+almond
+bird cherry
+flowering cherry
+chokecherry
+fruit tree
+bramble bush
+raspberry
+mountain ash
+service tree
+spirea
+madderwort
+coffee
+cinchona
+bedstraw
+genipa
+hamelia
+honeysuckle
+American fly honeysuckle
+teasel
+scabious
+geranium
+cranesbill
+storksbill
+incense tree
+mahogany
+silver ash
+milkwort
+citrus
+orange
+mandarin
+lemon
+kumquat
+prickly ash
+bitterwood tree
+ailanthus
+nasturtium
+willow
+osier
+sallow
+poplar
+black poplar
+cottonwood
+aspen
+soapberry
+soapberry vine
+harpullia
+pachysandra
+spindle tree
+maple
+box elder
+holly
+sumac
+horse chestnut
+persimmon
+buckthorn
+styrax
+carnivorous plant
+pitcher plant
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+philadelphus
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+astilbe
+alumroot
+miterwort
+parnassia
+currant
+plane tree
+phlox
+acanthus
+catalpa
+anchusa
+comfrey
+convolvulus
+bindweed
+gloxinia
+streptocarpus
+waterleaf
+nemophila
+scorpionweed
+giant hyssop
+bugle
+wood mint
+calamint
+coleus
+dead nettle
+origanum
+horehound
+monarda
+savory
+germander
+thyme
+blue curls
+snapdragon
+kitten-tails
+Indian paintbrush
+foxglove
+toadflax
+veronica
+nightshade
+thorn apple
+matrimony vine
+cupflower
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+spurge
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+slipper spurge
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+umbellifer
+angelica
+astrantia
+caraway
+fennel
+parsnip
+parsley
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+dogwood
+valerian
+bristle fern
+flowering fern
+climbing fern
+clover fern
+adder's tongue
+grape fern
+ergot
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+earthball
+Podaxaceae
+false truffle
+rhizopus
+slime mold
+cellular slime mold
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+pythium
+Sarcosomataceae
+club fungus
+lichen
+lecanora
+fungus
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+mushroom
+mushroom
+mushroom
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+horse mushroom
+meadow mushroom
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+fly agaric
+death cap
+blushing mushroom
+destroying angel
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+floccose chanterelle
+pig's ears
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+jack-o-lantern fungus
+inky cap
+shaggymane
+milkcap
+fairy-ring mushroom
+oyster mushroom
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+Pholiota astragalina
+Pholiota aurea
+Pholiota destruens
+Pholiota flammans
+Pholiota flavida
+nameko
+Pholiota squarrosa-adiposa
+Pholiota squarrosa
+Pholiota squarrosoides
+Stropharia ambigua
+Stropharia hornemannii
+Stropharia rugoso-annulata
+Entoloma lividum
+Entoloma aprile
+Chlorophyllum molybdites
+lepiota
+parasol mushroom
+poisonous parasol
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+Lepiota rhacodes
+American parasol
+Lepiota rubrotincta
+Lepiota clypeolaria
+onion stem
+blewits
+sandy mushroom
+Tricholoma pessundatum
+Tricholoma sejunctum
+man-on-a-horse
+Tricholoma venenata
+Tricholoma pardinum
+Tricholoma vaccinum
+Tricholoma aurantium
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+Pluteus magnus
+deer mushroom
+straw mushroom
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+Clitocybe clavipes
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+Clitocybe inornata
+Clitocybe robusta
+Clitocybe irina
+Clitocybe subconnexa
+winter mushroom
+mycelium
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+yeast
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+morel
+Verpa
+false morel
+lorchel
+helvella
+Gyromitra californica
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+Gyromitra esculenta
+Gyromitra infula
+Gyromitra gigas
+gasteromycete
+common stinkhorn
+Phallus ravenelii
+dog stinkhorn
+stinky squid
+puffball
+Geastrum coronatum
+Astreus pteridis
+Astreus hygrometricus
+polypore
+Boletus chrysenteron
+Boletus edulis
+Frost's bolete
+Boletus luridus
+Boletus mirabilis
+Boletus pallidus
+Boletus pulcherrimus
+Boletus pulverulentus
+Boletus roxanae
+Boletus subvelutipes
+Boletus variipes
+Boletus zelleri
+Fuscoboletinus paluster
+Fuscoboletinus serotinus
+Leccinum fibrillosum
+Suillus albivelatus
+old-man-of-the-woods
+Boletellus russellii
+jelly fungus
+rust
+smut
+cornsmut
+flag smut fungus
+waxycap
+Hygrocybe acutoconica
+Hygrophorus borealis
+Hygrophorus caeruleus
+Hygrophorus inocybiformis
+Hygrophorus kauffmanii
+Hygrophorus marzuolus
+Hygrophorus purpurascens
+Hygrophorus russula
+Hygrophorus sordidus
+Hygrophorus tennesseensis
+Hygrophorus turundus
+Neohygrophorus angelesianus
+Cortinarius armillatus
+Cortinarius atkinsonianus
+Cortinarius corrugatus
+Cortinarius gentilis
+Cortinarius mutabilis
+Cortinarius semisanguineus
+Cortinarius subfoetidus
+Cortinarius violaceus
+Gymnopilus spectabilis
+Gymnopilus validipes
+Gymnopilus ventricosus
+mold
+mildew
+candida
+houseplant
+succulent
+weed
+sporophyll
+sporangium
+poisonous plant
+vine
+tree
+bean tree
+gymnospermous tree
+conifer
+angiospermous tree
+nut tree
+spice tree
+bonsai
+subshrub
+bramble
+liana
+desert plant
+marsh plant
+strangler
+root
+receptacle
+scape
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+raceme
+cyme
+bulbous plant
+fruit
+seed
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+nut
+berry
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+drupe
+drupelet
+pome
+pod
+husk
+buckthorn
+vinifera
+true pepper
+peperomia
+bract
+palmate leaf
+pinnate leaf
+dentate leaf
+branchlet
+polypody
+strap fern
+staghorn fern
+spleenwort
+chain fern
+davallia
+hare's-foot fern
+shield fern
+wood fern
+lady fern
+bladder fern
+holly fern
+woodsia
+maidenhair
+brittle maidenhair
+lip fern
+cliff brake
+horsetail
+club moss
+spikemoss
+beech fern
+shoestring fungus
+Armillaria caligata
+Armillaria ponderosa
+Armillaria zelleri
+honey mushroom
+milkweed
+stapelia
+stephanotis
+orangery
+figure
+plane figure
+solid figure
+line
+convex shape
+concave shape
+cylinder
+round shape
+polygon
+concave polygon
+amorphous shape
+closed curve
+simple closed curve
+cone
+circle
+ring
+loop
+ellipse
+triangle
+spherical polygon
+angular distance
+groove
+bulge
+bow
+balance
+toroid
+boundary
+incisure
+notch
+wrinkle
+tree
+regular polyhedron
+carbon
+rock
+soil
+high explosive
+culture medium
+agar
+paper
+paving
+plaster
+stucco
+tear gas
+vitamin
+fat-soluble vitamin
+water-soluble vitamin
+vitamin A
+B-complex vitamin
+vitamin E
+vitamin K
diff --git a/data/inet.labels.list b/data/inet.labels.list
deleted file mode 100644
index cc2d326..0000000
--- a/data/inet.labels.list
+++ /dev/null
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diff --git a/data/shortnames.txt b/data/shortnames.txt
deleted file mode 100644
index b6c5d03..0000000
--- a/data/shortnames.txt
+++ /dev/null
@@ -1,1000 +0,0 @@
-kit fox
-English setter
-Siberian husky
-Australian terrier
-English springer
-grey whale
-lesser panda
-Egyptian cat
-ibex
-Persian cat
-cougar
-gazelle
-porcupine
-sea lion
-malamute
-badger
-Great Dane
-Walker hound
-Welsh springer spaniel
-whippet
-Scottish deerhound
-killer whale
-mink
-African elephant
-Weimaraner
-soft-coated wheaten terrier
-Dandie Dinmont
-red wolf
-Old English sheepdog
-jaguar
-otterhound
-bloodhound
-Airedale
-hyena
-meerkat
-giant schnauzer
-titi
-three-toed sloth
-sorrel
-black-footed ferret
-dalmatian
-black-and-tan coonhound
-papillon
-skunk
-Staffordshire bullterrier
-Mexican hairless
-Bouvier des Flandres
-weasel
-miniature poodle
-Cardigan
-malinois
-bighorn
-fox squirrel
-colobus
-tiger cat
-Lhasa
-impala
-coyote
-Yorkshire terrier
-Newfoundland
-brown bear
-red fox
-Norwegian elkhound
-Rottweiler
-hartebeest
-Saluki
-grey fox
-schipperke
-Pekinese
-Brabancon griffon
-West Highland white terrier
-Sealyham terrier
-guenon
-mongoose
-indri
-tiger
-Irish wolfhound
-wild boar
-EntleBucher
-zebra
-ram
-French bulldog
-orangutan
-basenji
-leopard
-Bernese mountain dog
-Maltese dog
-Norfolk terrier
-toy terrier
-vizsla
-cairn
-squirrel monkey
-groenendael
-clumber
-Siamese cat
-chimpanzee
-komondor
-Afghan hound
-Japanese spaniel
-proboscis monkey
-guinea pig
-white wolf
-ice bear
-gorilla
-borzoi
-toy poodle
-Kerry blue terrier
-ox
-Scotch terrier
-Tibetan mastiff
-spider monkey
-Doberman
-Boston bull
-Greater Swiss Mountain dog
-Appenzeller
-Shih-Tzu
-Irish water spaniel
-Pomeranian
-Bedlington terrier
-warthog
-Arabian camel
-siamang
-miniature schnauzer
-collie
-golden retriever
-Irish terrier
-affenpinscher
-Border collie
-hare
-boxer
-silky terrier
-beagle
-Leonberg
-German short-haired pointer
-patas
-dhole
-baboon
-macaque
-Chesapeake Bay retriever
-bull mastiff
-kuvasz
-capuchin
-pug
-curly-coated retriever
-Norwich terrier
-flat-coated retriever
-hog
-keeshond
-Eskimo dog
-Brittany spaniel
-standard poodle
-Lakeland terrier
-snow leopard
-Gordon setter
-dingo
-standard schnauzer
-hamster
-Tibetan terrier
-Arctic fox
-wire-haired fox terrier
-basset
-water buffalo
-American black bear
-Angora
-bison
-howler monkey
-hippopotamus
-chow
-giant panda
-American Staffordshire terrier
-Shetland sheepdog
-Great Pyrenees
-Chihuahua
-tabby
-marmoset
-Labrador retriever
-Saint Bernard
-armadillo
-Samoyed
-bluetick
-redbone
-polecat
-marmot
-kelpie
-gibbon
-llama
-miniature pinscher
-wood rabbit
-Italian greyhound
-lion
-cocker spaniel
-Irish setter
-dugong
-Indian elephant
-beaver
-Sussex spaniel
-Pembroke
-Blenheim spaniel
-Madagascar cat
-Rhodesian ridgeback
-lynx
-African hunting dog
-langur
-Ibizan hound
-timber wolf
-cheetah
-English foxhound
-briard
-sloth bear
-Border terrier
-German shepherd
-otter
-koala
-tusker
-echidna
-wallaby
-platypus
-wombat
-revolver
-umbrella
-schooner
-soccer ball
-accordion
-ant
-starfish
-chambered nautilus
-grand piano
-laptop
-strawberry
-airliner
-warplane
-airship
-balloon
-space shuttle
-fireboat
-gondola
-speedboat
-lifeboat
-canoe
-yawl
-catamaran
-trimaran
-container ship
-liner
-pirate
-aircraft carrier
-submarine
-wreck
-half track
-tank
-missile
-bobsled
-dogsled
-bicycle-built-for-two
-mountain bike
-freight car
-passenger car
-barrow
-shopping cart
-motor scooter
-forklift
-electric locomotive
-steam locomotive
-amphibian
-ambulance
-beach wagon
-cab
-convertible
-jeep
-limousine
-minivan
-Model T
-racer
-sports car
-go-kart
-golfcart
-moped
-snowplow
-fire engine
-garbage truck
-pickup
-tow truck
-trailer truck
-moving van
-police van
-recreational vehicle
-streetcar
-snowmobile
-tractor
-mobile home
-tricycle
-unicycle
-horse cart
-jinrikisha
-oxcart
-bassinet
-cradle
-crib
-four-poster
-bookcase
-china cabinet
-medicine chest
-chiffonier
-table lamp
-file
-park bench
-barber chair
-throne
-folding chair
-rocking chair
-studio couch
-toilet seat
-desk
-pool table
-dining table
-entertainment center
-wardrobe
-Granny Smith
-orange
-lemon
-fig
-pineapple
-banana
-jackfruit
-custard apple
-pomegranate
-acorn
-hip
-ear
-rapeseed
-corn
-buckeye
-organ
-upright
-chime
-drum
-gong
-maraca
-marimba
-steel drum
-banjo
-cello
-violin
-harp
-acoustic guitar
-electric guitar
-cornet
-French horn
-trombone
-harmonica
-ocarina
-panpipe
-bassoon
-oboe
-sax
-flute
-daisy
-yellow lady's slipper
-cliff
-valley
-alp
-volcano
-promontory
-sandbar
-coral reef
-lakeside
-seashore
-geyser
-hatchet
-cleaver
-letter opener
-plane
-power drill
-lawn mower
-hammer
-corkscrew
-can opener
-plunger
-screwdriver
-shovel
-plow
-chain saw
-cock
-hen
-ostrich
-brambling
-goldfinch
-house finch
-junco
-indigo bunting
-robin
-bulbul
-jay
-magpie
-chickadee
-water ouzel
-kite
-bald eagle
-vulture
-great grey owl
-black grouse
-ptarmigan
-ruffed grouse
-prairie chicken
-peacock
-quail
-partridge
-African grey
-macaw
-sulphur-crested cockatoo
-lorikeet
-coucal
-bee eater
-hornbill
-hummingbird
-jacamar
-toucan
-drake
-red-breasted merganser
-goose
-black swan
-white stork
-black stork
-spoonbill
-flamingo
-American egret
-little blue heron
-bittern
-crane
-limpkin
-American coot
-bustard
-ruddy turnstone
-red-backed sandpiper
-redshank
-dowitcher
-oystercatcher
-European gallinule
-pelican
-king penguin
-albatross
-great white shark
-tiger shark
-hammerhead
-electric ray
-stingray
-barracouta
-coho
-tench
-goldfish
-eel
-rock beauty
-anemone fish
-lionfish
-puffer
-sturgeon
-gar
-loggerhead
-leatherback turtle
-mud turtle
-terrapin
-box turtle
-banded gecko
-common iguana
-American chameleon
-whiptail
-agama
-frilled lizard
-alligator lizard
-Gila monster
-green lizard
-African chameleon
-Komodo dragon
-triceratops
-African crocodile
-American alligator
-thunder snake
-ringneck snake
-hognose snake
-green snake
-king snake
-garter snake
-water snake
-vine snake
-night snake
-boa constrictor
-rock python
-Indian cobra
-green mamba
-sea snake
-horned viper
-diamondback
-sidewinder
-European fire salamander
-common newt
-eft
-spotted salamander
-axolotl
-bullfrog
-tree frog
-tailed frog
-whistle
-wing
-paintbrush
-hand blower
-oxygen mask
-snorkel
-loudspeaker
-microphone
-screen
-mouse
-electric fan
-oil filter
-strainer
-space heater
-stove
-guillotine
-barometer
-rule
-odometer
-scale
-analog clock
-digital clock
-wall clock
-hourglass
-sundial
-parking meter
-stopwatch
-digital watch
-stethoscope
-syringe
-magnetic compass
-binoculars
-projector
-sunglasses
-loupe
-radio telescope
-bow
-cannon
-assault rifle
-rifle
-projectile
-computer keyboard
-typewriter keyboard
-crane
-lighter
-abacus
-cash machine
-slide rule
-desktop computer
-hand-held computer
-notebook
-web site
-harvester
-thresher
-printer
-slot
-vending machine
-sewing machine
-joystick
-switch
-hook
-car wheel
-paddlewheel
-pinwheel
-potter's wheel
-gas pump
-carousel
-swing
-reel
-radiator
-puck
-hard disc
-sunglass
-pick
-car mirror
-solar dish
-remote control
-disk brake
-buckle
-hair slide
-knot
-combination lock
-padlock
-nail
-safety pin
-screw
-muzzle
-seat belt
-ski
-candle
-jack-o'-lantern
-spotlight
-torch
-neck brace
-pier
-tripod
-maypole
-mousetrap
-spider web
-trilobite
-harvestman
-scorpion
-black and gold garden spider
-barn spider
-garden spider
-black widow
-tarantula
-wolf spider
-tick
-centipede
-isopod
-Dungeness crab
-rock crab
-fiddler crab
-king crab
-American lobster
-spiny lobster
-crayfish
-hermit crab
-tiger beetle
-ladybug
-ground beetle
-long-horned beetle
-leaf beetle
-dung beetle
-rhinoceros beetle
-weevil
-fly
-bee
-grasshopper
-cricket
-walking stick
-cockroach
-mantis
-cicada
-leafhopper
-lacewing
-dragonfly
-damselfly
-admiral
-ringlet
-monarch
-cabbage butterfly
-sulphur butterfly
-lycaenid
-jellyfish
-sea anemone
-brain coral
-flatworm
-nematode
-conch
-snail
-slug
-sea slug
-chiton
-sea urchin
-sea cucumber
-iron
-espresso maker
-microwave
-Dutch oven
-rotisserie
-toaster
-waffle iron
-vacuum
-dishwasher
-refrigerator
-washer
-Crock Pot
-frying pan
-wok
-caldron
-coffeepot
-teapot
-spatula
-altar
-triumphal arch
-patio
-steel arch bridge
-suspension bridge
-viaduct
-barn
-greenhouse
-palace
-monastery
-library
-apiary
-boathouse
-church
-mosque
-stupa
-planetarium
-restaurant
-cinema
-home theater
-lumbermill
-coil
-obelisk
-totem pole
-castle
-prison
-grocery store
-bakery
-barbershop
-bookshop
-butcher shop
-confectionery
-shoe shop
-tobacco shop
-toyshop
-fountain
-cliff dwelling
-yurt
-dock
-brass
-megalith
-bannister
-breakwater
-dam
-chainlink fence
-picket fence
-worm fence
-stone wall
-grille
-sliding door
-turnstile
-mountain tent
-scoreboard
-honeycomb
-plate rack
-pedestal
-beacon
-mashed potato
-bell pepper
-head cabbage
-broccoli
-cauliflower
-zucchini
-spaghetti squash
-acorn squash
-butternut squash
-cucumber
-artichoke
-cardoon
-mushroom
-shower curtain
-jean
-carton
-handkerchief
-sandal
-ashcan
-safe
-plate
-necklace
-croquet ball
-fur coat
-thimble
-pajama
-running shoe
-cocktail shaker
-chest
-manhole cover
-modem
-tub
-tray
-balance beam
-bagel
-prayer rug
-kimono
-hot pot
-whiskey jug
-knee pad
-book jacket
-spindle
-ski mask
-beer bottle
-crash helmet
-bottlecap
-tile roof
-mask
-maillot
-Petri dish
-football helmet
-bathing cap
-teddy
-holster
-pop bottle
-photocopier
-vestment
-crossword puzzle
-golf ball
-trifle
-suit
-water tower
-feather boa
-cloak
-red wine
-drumstick
-shield
-Christmas stocking
-hoopskirt
-menu
-stage
-bonnet
-meat loaf
-baseball
-face powder
-scabbard
-sunscreen
-beer glass
-hen-of-the-woods
-guacamole
-lampshade
-wool
-hay
-bow tie
-mailbag
-water jug
-bucket
-dishrag
-soup bowl
-eggnog
-mortar
-trench coat
-paddle
-chain
-swab
-mixing bowl
-potpie
-wine bottle
-shoji
-bulletproof vest
-drilling platform
-binder
-cardigan
-sweatshirt
-pot
-birdhouse
-hamper
-ping-pong ball
-pencil box
-pay-phone
-consomme
-apron
-punching bag
-backpack
-groom
-bearskin
-pencil sharpener
-broom
-mosquito net
-abaya
-mortarboard
-poncho
-crutch
-Polaroid camera
-space bar
-cup
-racket
-traffic light
-quill
-radio
-dough
-cuirass
-military uniform
-lipstick
-shower cap
-monitor
-oscilloscope
-mitten
-brassiere
-French loaf
-vase
-milk can
-rugby ball
-paper towel
-earthstar
-envelope
-miniskirt
-cowboy hat
-trolleybus
-perfume
-bathtub
-hotdog
-coral fungus
-bullet train
-pillow
-toilet tissue
-cassette
-carpenter's kit
-ladle
-stinkhorn
-lotion
-hair spray
-academic gown
-dome
-crate
-wig
-burrito
-pill bottle
-chain mail
-theater curtain
-window shade
-barrel
-washbasin
-ballpoint
-basketball
-bath towel
-cowboy boot
-gown
-window screen
-agaric
-cellular telephone
-nipple
-barbell
-mailbox
-lab coat
-fire screen
-minibus
-packet
-maze
-pole
-horizontal bar
-sombrero
-pickelhaube
-rain barrel
-wallet
-cassette player
-comic book
-piggy bank
-street sign
-bell cote
-fountain pen
-Windsor tie
-volleyball
-overskirt
-sarong
-purse
-bolo tie
-bib
-parachute
-sleeping bag
-television
-swimming trunks
-measuring cup
-espresso
-pizza
-breastplate
-shopping basket
-wooden spoon
-saltshaker
-chocolate sauce
-ballplayer
-goblet
-gyromitra
-stretcher
-water bottle
-dial telephone
-soap dispenser
-jersey
-school bus
-jigsaw puzzle
-plastic bag
-reflex camera
-diaper
-Band Aid
-ice lolly
-velvet
-tennis ball
-gasmask
-doormat
-Loafer
-ice cream
-pretzel
-quilt
-maillot
-tape player
-clog
-iPod
-bolete
-scuba diver
-pitcher
-matchstick
-bikini
-sock
-CD player
-lens cap
-thatch
-vault
-beaker
-bubble
-cheeseburger
-parallel bars
-flagpole
-coffee mug
-rubber eraser
-stole
-carbonara
-dumbbell
diff --git a/src/blas.h b/src/blas.h
index 4fdaa41..95374c9 100644
--- a/src/blas.h
+++ b/src/blas.h
@@ -40,6 +40,7 @@ void axpy_ongpu_offset(int N, float ALPHA, float * X, int OFFX, int INCX, float
void copy_ongpu(int N, float * X, int INCX, float * Y, int INCY);
void copy_ongpu_offset(int N, float * X, int OFFX, int INCX, float * Y, int OFFY, int INCY);
void scal_ongpu(int N, float ALPHA, float * X, int INCX);
+void supp_ongpu(int N, float ALPHA, float * X, int INCX);
void mask_ongpu(int N, float * X, float mask_num, float * mask);
void const_ongpu(int N, float ALPHA, float *X, int INCX);
void pow_ongpu(int N, float ALPHA, float *X, int INCX, float *Y, int INCY);
diff --git a/src/blas_kernels.cu b/src/blas_kernels.cu
index 3f7f1f9..271f017 100644
--- a/src/blas_kernels.cu
+++ b/src/blas_kernels.cu
@@ -368,6 +368,14 @@ __global__ void constrain_kernel(int N, float ALPHA, float *X, int INCX)
if(i < N) X[i*INCX] = min(ALPHA, max(-ALPHA, X[i*INCX]));
}
+__global__ void supp_kernel(int N, float ALPHA, float *X, int INCX)
+{
+ int i = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
+ if(i < N) {
+ if((X[i*INCX] * X[i*INCX]) < (ALPHA * ALPHA)) X[i*INCX] = 0;
+ }
+}
+
__global__ void scal_kernel(int N, float ALPHA, float *X, int INCX)
{
int i = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
@@ -552,6 +560,12 @@ extern "C" void scal_ongpu(int N, float ALPHA, float * X, int INCX)
check_error(cudaPeekAtLastError());
}
+extern "C" void supp_ongpu(int N, float ALPHA, float * X, int INCX)
+{
+ supp_kernel<<<cuda_gridsize(N), BLOCK>>>(N, ALPHA, X, INCX);
+ check_error(cudaPeekAtLastError());
+}
+
extern "C" void fill_ongpu(int N, float ALPHA, float * X, int INCX)
{
fill_kernel<<<cuda_gridsize(N), BLOCK>>>(N, ALPHA, X, INCX);
@@ -633,6 +647,7 @@ extern "C" void l2_gpu(int n, float *pred, float *truth, float *delta, float *er
}
+
__global__ void weighted_sum_kernel(int n, float *a, float *b, float *s, float *c)
{
int i = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
diff --git a/src/classifier.c b/src/classifier.c
index ee6d212..e59f7ae 100644
--- a/src/classifier.c
+++ b/src/classifier.c
@@ -39,6 +39,18 @@ list *read_data_cfg(char *filename)
return options;
}
+float *get_regression_values(char **labels, int n)
+{
+ float *v = calloc(n, sizeof(float));
+ int i;
+ for(i = 0; i < n; ++i){
+ char *p = strchr(labels[i], ' ');
+ *p = 0;
+ v[i] = atof(p+1);
+ }
+ return v;
+}
+
void train_classifier(char *datacfg, char *cfgfile, char *weightfile, int clear)
{
int nthreads = 8;
@@ -85,6 +97,7 @@ void train_classifier(char *datacfg, char *cfgfile, char *weightfile, int clear)
args.angle = net.angle;
args.exposure = net.exposure;
args.saturation = net.saturation;
+ args.hue = net.hue;
args.size = net.w;
args.paths = paths;
@@ -116,6 +129,7 @@ void train_classifier(char *datacfg, char *cfgfile, char *weightfile, int clear)
printf("Loaded: %lf seconds\n", sec(clock()-time));
time=clock();
+ #ifdef OPENCV
if(0){
int u;
for(u = 0; u < imgs; ++u){
@@ -124,6 +138,7 @@ void train_classifier(char *datacfg, char *cfgfile, char *weightfile, int clear)
cvWaitKey(0);
}
}
+ #endif
float loss = train_network(net, train);
if(avg_loss == -1) avg_loss = loss;
@@ -440,7 +455,7 @@ void validate_classifier_multi(char *datacfg, char *filename, char *weightfile)
char **labels = get_labels(label_list);
list *plist = get_paths(valid_list);
- int scales[] = {192, 224, 288, 320, 352};
+ int scales[] = {224, 288, 320, 352, 384};
int nscales = sizeof(scales)/sizeof(scales[0]);
char **paths = (char **)list_to_array(plist);
@@ -484,6 +499,88 @@ void validate_classifier_multi(char *datacfg, char *filename, char *weightfile)
}
}
+void try_classifier(char *datacfg, char *cfgfile, char *weightfile, char *filename, int layer_num)
+{
+ network net = parse_network_cfg(cfgfile);
+ if(weightfile){
+ load_weights(&net, weightfile);
+ }
+ set_batch_network(&net, 1);
+ srand(2222222);
+
+ list *options = read_data_cfg(datacfg);
+
+ char *name_list = option_find_str(options, "names", 0);
+ if(!name_list) name_list = option_find_str(options, "labels", "data/labels.list");
+ int top = option_find_int(options, "top", 1);
+
+ int i = 0;
+ char **names = get_labels(name_list);
+ clock_t time;
+ int *indexes = calloc(top, sizeof(int));
+ char buff[256];
+ char *input = buff;
+ while(1){
+ if(filename){
+ strncpy(input, filename, 256);
+ }else{
+ printf("Enter Image Path: ");
+ fflush(stdout);
+ input = fgets(input, 256, stdin);
+ if(!input) return;
+ strtok(input, "\n");
+ }
+ image orig = load_image_color(input, 0, 0);
+ image r = resize_min(orig, 256);
+ image im = crop_image(r, (r.w - 224 - 1)/2 + 1, (r.h - 224 - 1)/2 + 1, 224, 224);
+ float mean[] = {0.48263312050943, 0.45230225481413, 0.40099074308742};
+ float std[] = {0.22590347483426, 0.22120921437787, 0.22103996251583};
+ float var[3];
+ var[0] = std[0]*std[0];
+ var[1] = std[1]*std[1];
+ var[2] = std[2]*std[2];
+
+ normalize_cpu(im.data, mean, var, 1, 3, im.w*im.h);
+
+ float *X = im.data;
+ time=clock();
+ float *predictions = network_predict(net, X);
+
+ layer l = net.layers[layer_num];
+ for(i = 0; i < l.c; ++i){
+ if(l.rolling_mean) printf("%f %f %f\n", l.rolling_mean[i], l.rolling_variance[i], l.scales[i]);
+ }
+ #ifdef GPU
+ cuda_pull_array(l.output_gpu, l.output, l.outputs);
+ #endif
+ for(i = 0; i < l.outputs; ++i){
+ printf("%f\n", l.output[i]);
+ }
+ /*
+
+ printf("\n\nWeights\n");
+ for(i = 0; i < l.n*l.size*l.size*l.c; ++i){
+ printf("%f\n", l.filters[i]);
+ }
+
+ printf("\n\nBiases\n");
+ for(i = 0; i < l.n; ++i){
+ printf("%f\n", l.biases[i]);
+ }
+ */
+
+ top_predictions(net, top, indexes);
+ printf("%s: Predicted in %f seconds.\n", input, sec(clock()-time));
+ for(i = 0; i < top; ++i){
+ int index = indexes[i];
+ printf("%s: %f\n", names[index], predictions[index]);
+ }
+ free_image(im);
+ if (filename) break;
+ }
+}
+
+
void predict_classifier(char *datacfg, char *cfgfile, char *weightfile, char *filename)
{
network net = parse_network_cfg(cfgfile);
@@ -649,6 +746,127 @@ void test_classifier(char *datacfg, char *cfgfile, char *weightfile, int target_
}
+void threat_classifier(char *datacfg, char *cfgfile, char *weightfile, int cam_index, const char *filename)
+{
+#ifdef OPENCV
+ float threat = 0;
+ float roll = .2;
+
+ printf("Classifier Demo\n");
+ network net = parse_network_cfg(cfgfile);
+ if(weightfile){
+ load_weights(&net, weightfile);
+ }
+ set_batch_network(&net, 1);
+ list *options = read_data_cfg(datacfg);
+
+ srand(2222222);
+ CvCapture * cap;
+
+ if(filename){
+ cap = cvCaptureFromFile(filename);
+ }else{
+ cap = cvCaptureFromCAM(cam_index);
+ }
+
+ int top = option_find_int(options, "top", 1);
+
+ char *name_list = option_find_str(options, "names", 0);
+ char **names = get_labels(name_list);
+
+ int *indexes = calloc(top, sizeof(int));
+
+ if(!cap) error("Couldn't connect to webcam.\n");
+ //cvNamedWindow("Threat", CV_WINDOW_NORMAL);
+ //cvResizeWindow("Threat", 512, 512);
+ float fps = 0;
+ int i;
+
+ int count = 0;
+
+ while(1){
+ ++count;
+ struct timeval tval_before, tval_after, tval_result;
+ gettimeofday(&tval_before, NULL);
+
+ image in = get_image_from_stream(cap);
+ if(!in.data) break;
+ image in_s = resize_image(in, net.w, net.h);
+
+ image out = in;
+ int x1 = out.w / 20;
+ int y1 = out.h / 20;
+ int x2 = 2*x1;
+ int y2 = out.h - out.h/20;
+
+ int border = .01*out.h;
+ int h = y2 - y1 - 2*border;
+ int w = x2 - x1 - 2*border;
+
+ float *predictions = network_predict(net, in_s.data);
+ float curr_threat = predictions[0] * 0 + predictions[1] * .6 + predictions[2];
+ threat = roll * curr_threat + (1-roll) * threat;
+
+ draw_box_width(out, x2 + border, y1 + .02*h, x2 + .5 * w, y1 + .02*h + border, border, 0,0,0);
+ if(threat > .97) {
+ draw_box_width(out, x2 + .5 * w + border,
+ y1 + .02*h - 2*border,
+ x2 + .5 * w + 6*border,
+ y1 + .02*h + 3*border, 3*border, 1,0,0);
+ }
+ draw_box_width(out, x2 + .5 * w + border,
+ y1 + .02*h - 2*border,
+ x2 + .5 * w + 6*border,
+ y1 + .02*h + 3*border, .5*border, 0,0,0);
+ draw_box_width(out, x2 + border, y1 + .42*h, x2 + .5 * w, y1 + .42*h + border, border, 0,0,0);
+ if(threat > .57) {
+ draw_box_width(out, x2 + .5 * w + border,
+ y1 + .42*h - 2*border,
+ x2 + .5 * w + 6*border,
+ y1 + .42*h + 3*border, 3*border, 1,1,0);
+ }
+ draw_box_width(out, x2 + .5 * w + border,
+ y1 + .42*h - 2*border,
+ x2 + .5 * w + 6*border,
+ y1 + .42*h + 3*border, .5*border, 0,0,0);
+
+ draw_box_width(out, x1, y1, x2, y2, border, 0,0,0);
+ for(i = 0; i < threat * h ; ++i){
+ float ratio = (float) i / h;
+ float r = (ratio < .5) ? (2*(ratio)) : 1;
+ float g = (ratio < .5) ? 1 : 1 - 2*(ratio - .5);
+ draw_box_width(out, x1 + border, y2 - border - i, x2 - border, y2 - border - i, 1, r, g, 0);
+ }
+ top_predictions(net, top, indexes);
+ char buff[256];
+ sprintf(buff, "/home/pjreddie/tmp/threat_%06d", count);
+ save_image(out, buff);
+
+ printf("\033[2J");
+ printf("\033[1;1H");
+ printf("\nFPS:%.0f\n",fps);
+
+ for(i = 0; i < top; ++i){
+ int index = indexes[i];
+ printf("%.1f%%: %s\n", predictions[index]*100, names[index]);
+ }
+
+ if(0){
+ show_image(out, "Threat");
+ cvWaitKey(10);
+ }
+ free_image(in_s);
+ free_image(in);
+
+ gettimeofday(&tval_after, NULL);
+ timersub(&tval_after, &tval_before, &tval_result);
+ float curr = 1000000.f/((long int)tval_result.tv_usec);
+ fps = .9*fps + .1*curr;
+ }
+#endif
+}
+
+
void demo_classifier(char *datacfg, char *cfgfile, char *weightfile, int cam_index, const char *filename)
{
#ifdef OPENCV
@@ -732,8 +950,10 @@ void run_classifier(int argc, char **argv)
char *layer_s = (argc > 7) ? argv[7]: 0;
int layer = layer_s ? atoi(layer_s) : -1;
if(0==strcmp(argv[2], "predict")) predict_classifier(data, cfg, weights, filename);
+ else if(0==strcmp(argv[2], "try")) try_classifier(data, cfg, weights, filename, atoi(layer_s));
else if(0==strcmp(argv[2], "train")) train_classifier(data, cfg, weights, clear);
else if(0==strcmp(argv[2], "demo")) demo_classifier(data, cfg, weights, cam_index, filename);
+ else if(0==strcmp(argv[2], "threat")) threat_classifier(data, cfg, weights, cam_index, filename);
else if(0==strcmp(argv[2], "test")) test_classifier(data, cfg, weights, layer);
else if(0==strcmp(argv[2], "label")) label_classifier(data, cfg, weights);
else if(0==strcmp(argv[2], "valid")) validate_classifier_single(data, cfg, weights);
diff --git a/src/coco.c b/src/coco.c
index 8ded951..1371870 100644
--- a/src/coco.c
+++ b/src/coco.c
@@ -25,6 +25,7 @@ void train_coco(char *cfgfile, char *weightfile)
//char *train_images = "/home/pjreddie/data/voc/test/train.txt";
//char *train_images = "/home/pjreddie/data/coco/train.txt";
char *train_images = "data/coco.trainval.txt";
+ //char *train_images = "data/bags.train.list";
char *backup_directory = "/home/pjreddie/backup/";
srand(time(0));
data_seed = time(0);
@@ -63,6 +64,11 @@ void train_coco(char *cfgfile, char *weightfile)
args.d = &buffer;
args.type = REGION_DATA;
+ args.angle = net.angle;
+ args.exposure = net.exposure;
+ args.saturation = net.saturation;
+ args.hue = net.hue;
+
pthread_t load_thread = load_data_in_thread(args);
clock_t time;
//while(i*imgs < N*120){
@@ -94,6 +100,11 @@ void train_coco(char *cfgfile, char *weightfile)
sprintf(buff, "%s/%s_%d.weights", backup_directory, base, i);
save_weights(net, buff);
}
+ if(i%100==0){
+ char buff[256];
+ sprintf(buff, "%s/%s.backup", backup_directory, base);
+ save_weights(net, buff);
+ }
free_data(train);
}
char buff[256];
diff --git a/src/col2im.c b/src/col2im.c
index d63a1e0..5c4605e 100644
--- a/src/col2im.c
+++ b/src/col2im.c
@@ -16,13 +16,9 @@ void col2im_cpu(float* data_col,
int ksize, int stride, int pad, float* data_im)
{
int c,h,w;
- int height_col = (height - ksize) / stride + 1;
- int width_col = (width - ksize) / stride + 1;
- if (pad){
- height_col = 1 + (height-1) / stride;
- width_col = 1 + (width-1) / stride;
- pad = ksize/2;
- }
+ int height_col = (height + 2*pad - ksize) / stride + 1;
+ int width_col = (width + 2*pad - ksize) / stride + 1;
+
int channels_col = channels * ksize * ksize;
for (c = 0; c < channels_col; ++c) {
int w_offset = c % ksize;
diff --git a/src/col2im_kernels.cu b/src/col2im_kernels.cu
index b381f1a..aed2df9 100644
--- a/src/col2im_kernels.cu
+++ b/src/col2im_kernels.cu
@@ -46,7 +46,6 @@ void col2im_ongpu(float *data_col,
int ksize, int stride, int pad, float *data_im){
// We are going to launch channels * height_col * width_col kernels, each
// kernel responsible for copying a single-channel grid.
- pad = pad ? ksize/2 : 0;
int height_col = (height + 2 * pad - ksize) / stride + 1;
int width_col = (width + 2 * pad - ksize) / stride + 1;
int num_kernels = channels * height * width;
diff --git a/src/convolutional_kernels.cu b/src/convolutional_kernels.cu
index 96398df..43b3f9a 100644
--- a/src/convolutional_kernels.cu
+++ b/src/convolutional_kernels.cu
@@ -17,7 +17,7 @@ __global__ void binarize_kernel(float *x, int n, float *binary)
{
int i = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
if (i >= n) return;
- binary[i] = (x[i] > 0) ? 1 : -1;
+ binary[i] = (x[i] >= 0) ? 1 : -1;
}
void binarize_gpu(float *x, int n, float *binary)
@@ -60,6 +60,7 @@ __global__ void binarize_filters_kernel(float *filters, int n, int size, float *
mean = mean / size;
for(i = 0; i < size; ++i){
binary[f*size + i] = (filters[f*size + i] > 0) ? mean : -mean;
+ //binary[f*size + i] = filters[f*size + i];
}
}
diff --git a/src/convolutional_layer.c b/src/convolutional_layer.c
index 006dc4c..ad2d8a5 100644
--- a/src/convolutional_layer.c
+++ b/src/convolutional_layer.c
@@ -70,18 +70,12 @@ void binarize_input(float *input, int n, int size, float *binary)
int convolutional_out_height(convolutional_layer l)
{
- int h = l.h;
- if (!l.pad) h -= l.size;
- else h -= 1;
- return h/l.stride + 1;
+ return (l.h + 2*l.pad - l.size) / l.stride + 1;
}
int convolutional_out_width(convolutional_layer l)
{
- int w = l.w;
- if (!l.pad) w -= l.size;
- else w -= 1;
- return w/l.stride + 1;
+ return (l.w + 2*l.pad - l.size) / l.stride + 1;
}
image get_convolutional_image(convolutional_layer l)
@@ -148,8 +142,7 @@ void cudnn_convolutional_setup(layer *l)
cudnnSetTensor4dDescriptor(l->srcTensorDesc, CUDNN_TENSOR_NCHW, CUDNN_DATA_FLOAT, l->batch, l->c, l->h, l->w);
cudnnSetTensor4dDescriptor(l->dstTensorDesc, CUDNN_TENSOR_NCHW, CUDNN_DATA_FLOAT, l->batch, l->out_c, l->out_h, l->out_w);
cudnnSetFilter4dDescriptor(l->filterDesc, CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, l->n, l->c, l->size, l->size);
- int padding = l->pad ? l->size/2 : 0;
- cudnnSetConvolution2dDescriptor(l->convDesc, padding, padding, l->stride, l->stride, 1, 1, CUDNN_CROSS_CORRELATION);
+ cudnnSetConvolution2dDescriptor(l->convDesc, l->pad, l->pad, l->stride, l->stride, 1, 1, CUDNN_CROSS_CORRELATION);
cudnnGetConvolutionForwardAlgorithm(cudnn_handle(),
l->srcTensorDesc,
l->filterDesc,
@@ -178,7 +171,7 @@ void cudnn_convolutional_setup(layer *l)
#endif
#endif
-convolutional_layer make_convolutional_layer(int batch, int h, int w, int c, int n, int size, int stride, int pad, ACTIVATION activation, int batch_normalize, int binary, int xnor)
+convolutional_layer make_convolutional_layer(int batch, int h, int w, int c, int n, int size, int stride, int padding, ACTIVATION activation, int batch_normalize, int binary, int xnor)
{
int i;
convolutional_layer l = {0};
@@ -193,7 +186,7 @@ convolutional_layer make_convolutional_layer(int batch, int h, int w, int c, int
l.batch = batch;
l.stride = stride;
l.size = size;
- l.pad = pad;
+ l.pad = padding;
l.batch_normalize = batch_normalize;
l.filters = calloc(c*n*size*size, sizeof(float));
diff --git a/src/cost_layer.c b/src/cost_layer.c
index fdba777..0d8cb8c 100644
--- a/src/cost_layer.c
+++ b/src/cost_layer.c
@@ -98,6 +98,15 @@ void push_cost_layer(cost_layer l)
cuda_push_array(l.delta_gpu, l.delta, l.batch*l.inputs);
}
+int float_abs_compare (const void * a, const void * b)
+{
+ float fa = *(const float*) a;
+ if(fa < 0) fa = -fa;
+ float fb = *(const float*) b;
+ if(fb < 0) fb = -fb;
+ return (fa > fb) - (fa < fb);
+}
+
void forward_cost_layer_gpu(cost_layer l, network_state state)
{
if (!state.truth) return;
@@ -111,6 +120,16 @@ void forward_cost_layer_gpu(cost_layer l, network_state state)
l2_gpu(l.batch*l.inputs, state.input, state.truth, l.delta_gpu, l.output_gpu);
}
+ if(l.ratio){
+ cuda_pull_array(l.delta_gpu, l.delta, l.batch*l.inputs);
+ qsort(l.delta, l.batch*l.inputs, sizeof(float), float_abs_compare);
+ int n = (1-l.ratio) * l.batch*l.inputs;
+ float thresh = l.delta[n];
+ thresh = 0;
+ printf("%f\n", thresh);
+ supp_ongpu(l.batch*l.inputs, thresh, l.delta_gpu, 1);
+ }
+
cuda_pull_array(l.output_gpu, l.output, l.batch*l.inputs);
l.cost[0] = sum_array(l.output, l.batch*l.inputs);
}
diff --git a/src/darknet.c b/src/darknet.c
index c367abf..263349e 100644
--- a/src/darknet.c
+++ b/src/darknet.c
@@ -13,7 +13,6 @@
#endif
extern void run_voxel(int argc, char **argv);
-extern void run_imagenet(int argc, char **argv);
extern void run_yolo(int argc, char **argv);
extern void run_detector(int argc, char **argv);
extern void run_coco(int argc, char **argv);
@@ -327,9 +326,7 @@ int main(int argc, char **argv)
}
#endif
- if(0==strcmp(argv[1], "imagenet")){
- run_imagenet(argc, argv);
- } else if (0 == strcmp(argv[1], "average")){
+ if (0 == strcmp(argv[1], "average")){
average(argc, argv);
} else if (0 == strcmp(argv[1], "yolo")){
run_yolo(argc, argv);
diff --git a/src/data.c b/src/data.c
index 9aa08af..09872e5 100644
--- a/src/data.c
+++ b/src/data.c
@@ -100,7 +100,7 @@ matrix load_image_paths(char **paths, int n, int w, int h)
return X;
}
-matrix load_image_augment_paths(char **paths, int n, int min, int max, int size, float angle, float exposure, float saturation)
+matrix load_image_augment_paths(char **paths, int n, int min, int max, int size, float angle, float hue, float saturation, float exposure)
{
int i;
matrix X;
@@ -113,10 +113,7 @@ matrix load_image_augment_paths(char **paths, int n, int min, int max, int size,
image crop = random_augment_image(im, angle, min, max, size);
int flip = rand_r(&data_seed)%2;
if (flip) flip_image(crop);
- float exp = rand_uniform(1./exposure, exposure);
- float sat = rand_uniform(1./saturation, saturation);
- exposure_image(crop, exp);
- exposure_image(crop, sat);
+ random_distort_image(crop, hue, saturation, exposure);
/*
show_image(im, "orig");
@@ -241,6 +238,7 @@ void fill_truth_region(char *path, float *truth, int classes, int num_boxes, int
labelpath = find_replace(labelpath, "JPEGImages", "labels");
labelpath = find_replace(labelpath, ".jpg", ".txt");
+ labelpath = find_replace(labelpath, ".png", ".txt");
labelpath = find_replace(labelpath, ".JPG", ".txt");
labelpath = find_replace(labelpath, ".JPEG", ".txt");
int count = 0;
@@ -287,6 +285,7 @@ void fill_truth_detection(char *path, int num_boxes, float *truth, int classes,
labelpath = find_replace(labelpath, "JPEGImages", "labels");
labelpath = find_replace(labelpath, ".jpg", ".txt");
+ labelpath = find_replace(labelpath, ".png", ".txt");
labelpath = find_replace(labelpath, ".JPG", ".txt");
labelpath = find_replace(labelpath, ".JPEG", ".txt");
int count = 0;
@@ -443,7 +442,7 @@ void free_data(data d)
}
}
-data load_data_region(int n, char **paths, int m, int w, int h, int size, int classes, float jitter)
+data load_data_region(int n, char **paths, int m, int w, int h, int size, int classes, float jitter, float hue, float saturation, float exposure)
{
char **random_paths = get_random_paths(paths, n, m);
int i;
@@ -485,6 +484,7 @@ data load_data_region(int n, char **paths, int m, int w, int h, int size, int cl
image sized = resize_image(cropped, w, h);
if(flip) flip_image(sized);
+ random_distort_image(sized, hue, saturation, exposure);
d.X.vals[i] = sized.data;
fill_truth_region(random_paths[i], d.y.vals[i], classes, size, flip, dx, dy, 1./sx, 1./sy);
@@ -611,7 +611,7 @@ data load_data_swag(char **paths, int n, int classes, float jitter)
return d;
}
-data load_data_detection(int n, char **paths, int m, int w, int h, int boxes, int classes, float jitter)
+data load_data_detection(int n, char **paths, int m, int w, int h, int boxes, int classes, float jitter, float hue, float saturation, float exposure)
{
char **random_paths = get_random_paths(paths, n, m);
int i;
@@ -651,6 +651,7 @@ data load_data_detection(int n, char **paths, int m, int w, int h, int boxes, in
image sized = resize_image(cropped, w, h);
if(flip) flip_image(sized);
+ random_distort_image(sized, hue, saturation, exposure);
d.X.vals[i] = sized.data;
fill_truth_detection(random_paths[i], boxes, d.y.vals[i], classes, flip, dx, dy, 1./sx, 1./sy);
@@ -679,17 +680,17 @@ void *load_thread(void *ptr)
if (a.type == OLD_CLASSIFICATION_DATA){
*a.d = load_data(a.paths, a.n, a.m, a.labels, a.classes, a.w, a.h);
} else if (a.type == CLASSIFICATION_DATA){
- *a.d = load_data_augment(a.paths, a.n, a.m, a.labels, a.classes, a.min, a.max, a.size, a.angle, a.exposure, a.saturation);
+ *a.d = load_data_augment(a.paths, a.n, a.m, a.labels, a.classes, a.min, a.max, a.size, a.angle, a.hue, a.saturation, a.exposure);
} else if (a.type == SUPER_DATA){
*a.d = load_data_super(a.paths, a.n, a.m, a.w, a.h, a.scale);
} else if (a.type == STUDY_DATA){
- *a.d = load_data_study(a.paths, a.n, a.m, a.labels, a.classes, a.min, a.max, a.size, a.angle, a.exposure, a.saturation);
+ *a.d = load_data_study(a.paths, a.n, a.m, a.labels, a.classes, a.min, a.max, a.size, a.angle, a.hue, a.saturation, a.exposure);
} else if (a.type == WRITING_DATA){
*a.d = load_data_writing(a.paths, a.n, a.m, a.w, a.h, a.out_w, a.out_h);
} else if (a.type == REGION_DATA){
- *a.d = load_data_region(a.n, a.paths, a.m, a.w, a.h, a.num_boxes, a.classes, a.jitter);
+ *a.d = load_data_region(a.n, a.paths, a.m, a.w, a.h, a.num_boxes, a.classes, a.jitter, a.hue, a.saturation, a.exposure);
} else if (a.type == DETECTION_DATA){
- *a.d = load_data_detection(a.n, a.paths, a.m, a.w, a.h, a.num_boxes, a.classes, a.jitter);
+ *a.d = load_data_detection(a.n, a.paths, a.m, a.w, a.h, a.num_boxes, a.classes, a.jitter, a.hue, a.saturation, a.exposure);
} else if (a.type == SWAG_DATA){
*a.d = load_data_swag(a.paths, a.n, a.classes, a.jitter);
} else if (a.type == COMPARE_DATA){
@@ -698,7 +699,7 @@ void *load_thread(void *ptr)
*(a.im) = load_image_color(a.path, 0, 0);
*(a.resized) = resize_image(*(a.im), a.w, a.h);
} else if (a.type == TAG_DATA){
- *a.d = load_data_tag(a.paths, a.n, a.m, a.classes, a.min, a.max, a.size, a.angle, a.exposure, a.saturation);
+ *a.d = load_data_tag(a.paths, a.n, a.m, a.classes, a.min, a.max, a.size, a.angle, a.hue, a.saturation, a.exposure);
//*a.d = load_data(a.paths, a.n, a.m, a.labels, a.classes, a.w, a.h);
}
free(ptr);
@@ -740,13 +741,13 @@ data load_data(char **paths, int n, int m, char **labels, int k, int w, int h)
return d;
}
-data load_data_study(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float exposure, float saturation)
+data load_data_study(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float hue, float saturation, float exposure)
{
data d = {0};
d.indexes = calloc(n, sizeof(int));
if(m) paths = get_random_paths_indexes(paths, n, m, d.indexes);
d.shallow = 0;
- d.X = load_image_augment_paths(paths, n, min, max, size, angle, exposure, saturation);
+ d.X = load_image_augment_paths(paths, n, min, max, size, angle, hue, saturation, exposure);
d.y = load_labels_paths(paths, n, labels, k);
if(m) free(paths);
return d;
@@ -782,25 +783,25 @@ data load_data_super(char **paths, int n, int m, int w, int h, int scale)
return d;
}
-data load_data_augment(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float exposure, float saturation)
+data load_data_augment(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float hue, float saturation, float exposure)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.shallow = 0;
- d.X = load_image_augment_paths(paths, n, min, max, size, angle, exposure, saturation);
+ d.X = load_image_augment_paths(paths, n, min, max, size, angle, hue, saturation, exposure);
d.y = load_labels_paths(paths, n, labels, k);
if(m) free(paths);
return d;
}
-data load_data_tag(char **paths, int n, int m, int k, int min, int max, int size, float angle, float exposure, float saturation)
+data load_data_tag(char **paths, int n, int m, int k, int min, int max, int size, float angle, float hue, float saturation, float exposure)
{
if(m) paths = get_random_paths(paths, n, m);
data d = {0};
d.w = size;
d.h = size;
d.shallow = 0;
- d.X = load_image_augment_paths(paths, n, min, max, size, angle, exposure, saturation);
+ d.X = load_image_augment_paths(paths, n, min, max, size, angle, hue, saturation, exposure);
d.y = load_tags_paths(paths, n, k);
if(m) free(paths);
return d;
diff --git a/src/data.h b/src/data.h
index 1220be0..c3e74cd 100644
--- a/src/data.h
+++ b/src/data.h
@@ -54,6 +54,7 @@ typedef struct load_args{
float angle;
float saturation;
float exposure;
+ float hue;
data *d;
image *im;
image *resized;
@@ -74,11 +75,12 @@ void print_letters(float *pred, int n);
data load_data_captcha(char **paths, int n, int m, int k, int w, int h);
data load_data_captcha_encode(char **paths, int n, int m, int w, int h);
data load_data(char **paths, int n, int m, char **labels, int k, int w, int h);
-data load_data_detection(int n, char **paths, int m, int w, int h, int boxes, int classes, float jitter);
-data load_data_tag(char **paths, int n, int m, int k, int min, int max, int size, float angle, float exposure, float saturation);
-data load_data_augment(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float exposure, float saturation);
+data load_data_detection(int n, char **paths, int m, int w, int h, int boxes, int classes, float jitter, float hue, float saturation, float exposure);
+data load_data_tag(char **paths, int n, int m, int k, int min, int max, int size, float angle, float hue, float saturation, float exposure);
+matrix load_image_augment_paths(char **paths, int n, int min, int max, int size, float angle, float hue, float saturation, float exposure);
data load_data_super(char **paths, int n, int m, int w, int h, int scale);
-data load_data_study(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float exposure, float saturation);
+data load_data_study(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float hue, float saturation, float exposure);
+data load_data_augment(char **paths, int n, int m, char **labels, int k, int min, int max, int size, float angle, float hue, float saturation, float exposure);
data load_go(char *filename);
box_label *read_boxes(char *filename, int *n);
diff --git a/src/demo.c b/src/demo.c
index 2e7ab93..020513f 100644
--- a/src/demo.c
+++ b/src/demo.c
@@ -8,7 +8,7 @@
#include "demo.h"
#include <sys/time.h>
-#define FRAMES 1
+#define FRAMES 3
#ifdef OPENCV
#include "opencv2/highgui/highgui_c.h"
@@ -48,7 +48,7 @@ void *fetch_in_thread(void *ptr)
void *detect_in_thread(void *ptr)
{
- float nms = .4;
+ float nms = .1;
detection_layer l = net.layers[net.n-1];
float *X = det_s.data;
@@ -153,13 +153,19 @@ void demo(char *cfgfile, char *weightfile, float thresh, int cam_index, const ch
if(pthread_create(&fetch_thread, 0, fetch_in_thread, 0)) error("Thread creation failed");
if(pthread_create(&detect_thread, 0, detect_in_thread, 0)) error("Thread creation failed");
- show_image(disp, "Demo");
- int c = cvWaitKey(1);
- if (c == 10){
- if(frame_skip == 0) frame_skip = 60;
- else if(frame_skip == 4) frame_skip = 0;
- else if(frame_skip == 60) frame_skip = 4;
- else frame_skip = 0;
+ if(1){
+ show_image(disp, "Demo");
+ int c = cvWaitKey(1);
+ if (c == 10){
+ if(frame_skip == 0) frame_skip = 60;
+ else if(frame_skip == 4) frame_skip = 0;
+ else if(frame_skip == 60) frame_skip = 4;
+ else frame_skip = 0;
+ }
+ }else{
+ char buff[256];
+ sprintf(buff, "/home/pjreddie/tmp/bag_%07d", count);
+ save_image(disp, buff);
}
pthread_join(fetch_thread, 0);
diff --git a/src/detection_layer.c b/src/detection_layer.c
index 8b4045a..1fe6767 100644
--- a/src/detection_layer.c
+++ b/src/detection_layer.c
@@ -22,6 +22,8 @@ detection_layer make_detection_layer(int batch, int inputs, int n, int side, int
l.coords = coords;
l.rescore = rescore;
l.side = side;
+ l.w = side;
+ l.h = side;
assert(side*side*((1 + l.coords)*l.n + l.classes) == inputs);
l.cost = calloc(1, sizeof(float));
l.outputs = l.inputs;
@@ -44,6 +46,7 @@ void forward_detection_layer(const detection_layer l, network_state state)
int locations = l.side*l.side;
int i,j;
memcpy(l.output, state.input, l.outputs*l.batch*sizeof(float));
+ //if(l.reorg) reorg(l.output, l.w*l.h, size*l.n, l.batch, 1);
int b;
if (l.softmax){
for(b = 0; b < l.batch; ++b){
@@ -204,6 +207,7 @@ void forward_detection_layer(const detection_layer l, network_state state)
printf("Detection Avg IOU: %f, Pos Cat: %f, All Cat: %f, Pos Obj: %f, Any Obj: %f, count: %d\n", avg_iou/count, avg_cat/count, avg_allcat/(count*l.classes), avg_obj/count, avg_anyobj/(l.batch*locations*l.n), count);
+ //if(l.reorg) reorg(l.delta, l.w*l.h, size*l.n, l.batch, 0);
}
}
diff --git a/src/detector.c b/src/detector.c
index 64adaf3..becdd6c 100644
--- a/src/detector.c
+++ b/src/detector.c
@@ -51,6 +51,11 @@ void train_detector(char *cfgfile, char *weightfile)
args.d = &buffer;
args.type = DETECTION_DATA;
+ args.angle = net.angle;
+ args.exposure = net.exposure;
+ args.saturation = net.saturation;
+ args.hue = net.hue;
+
pthread_t load_thread = load_data_in_thread(args);
clock_t time;
//while(i*imgs < N*120){
diff --git a/src/im2col.c b/src/im2col.c
index 1ff45c8..69ec98a 100644
--- a/src/im2col.c
+++ b/src/im2col.c
@@ -18,13 +18,9 @@ void im2col_cpu(float* data_im,
int ksize, int stride, int pad, float* data_col)
{
int c,h,w;
- int height_col = (height - ksize) / stride + 1;
- int width_col = (width - ksize) / stride + 1;
- if (pad){
- height_col = 1 + (height-1) / stride;
- width_col = 1 + (width-1) / stride;
- pad = ksize/2;
- }
+ int height_col = (height + 2*pad - ksize) / stride + 1;
+ int width_col = (width + 2*pad - ksize) / stride + 1;
+
int channels_col = channels * ksize * ksize;
for (c = 0; c < channels_col; ++c) {
int w_offset = c % ksize;
diff --git a/src/im2col_kernels.cu b/src/im2col_kernels.cu
index c2dd780..d42d600 100644
--- a/src/im2col_kernels.cu
+++ b/src/im2col_kernels.cu
@@ -33,8 +33,12 @@ __global__ void im2col_gpu_kernel(const int n, const float* data_im,
for (int j = 0; j < ksize; ++j) {
int h = h_in + i;
int w = w_in + j;
+
*data_col_ptr = (h >= 0 && w >= 0 && h < height && w < width) ?
data_im_ptr[i * width + j] : 0;
+
+ //*data_col_ptr = data_im_ptr[ii * width + jj];
+
data_col_ptr += height_col * width_col;
}
}
@@ -46,7 +50,6 @@ void im2col_ongpu(float *im,
int ksize, int stride, int pad, float *data_col){
// We are going to launch channels * height_col * width_col kernels, each
// kernel responsible for copying a single-channel grid.
- pad = pad ? ksize/2 : 0;
int height_col = (height + 2 * pad - ksize) / stride + 1;
int width_col = (width + 2 * pad - ksize) / stride + 1;
int num_kernels = channels * height_col * width_col;
@@ -56,93 +59,3 @@ void im2col_ongpu(float *im,
stride, height_col,
width_col, data_col);
}
-/*
- __global__ void im2col_pad_kernel(float *im,
- int channels, int height, int width,
- int ksize, int stride, float *data_col)
- {
- int c,h,w;
- int height_col = 1 + (height-1) / stride;
- int width_col = 1 + (width-1) / stride;
- int channels_col = channels * ksize * ksize;
-
- int pad = ksize/2;
-
- int id = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
- int col_size = height_col*width_col*channels_col;
- if (id >= col_size) return;
-
- int col_index = id;
- w = id % width_col;
- id /= width_col;
- h = id % height_col;
- id /= height_col;
- c = id % channels_col;
- id /= channels_col;
-
- int w_offset = c % ksize;
- int h_offset = (c / ksize) % ksize;
- int im_channel = c / ksize / ksize;
- int im_row = h_offset + h * stride - pad;
- int im_col = w_offset + w * stride - pad;
-
- int im_index = im_col + width*(im_row + height*im_channel);
- float val = (im_row < 0 || im_col < 0 || im_row >= height || im_col >= width) ? 0 : im[im_index];
-
- data_col[col_index] = val;
- }
-
- __global__ void im2col_nopad_kernel(float *im,
- int channels, int height, int width,
- int ksize, int stride, float *data_col)
- {
- int c,h,w;
- int height_col = (height - ksize) / stride + 1;
- int width_col = (width - ksize) / stride + 1;
- int channels_col = channels * ksize * ksize;
-
- int id = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
- int col_size = height_col*width_col*channels_col;
- if (id >= col_size) return;
-
- int col_index = id;
- w = id % width_col;
- id /= width_col;
- h = id % height_col;
- id /= height_col;
- c = id % channels_col;
- id /= channels_col;
-
- int w_offset = c % ksize;
- int h_offset = (c / ksize) % ksize;
- int im_channel = c / ksize / ksize;
- int im_row = h_offset + h * stride;
- int im_col = w_offset + w * stride;
-
- int im_index = im_col + width*(im_row + height*im_channel);
- float val = (im_row < 0 || im_col < 0 || im_row >= height || im_col >= width) ? 0 : im[im_index];
-
- data_col[col_index] = val;
- }
-
- extern "C" void im2col_ongpu(float *im,
- int channels, int height, int width,
-int ksize, int stride, int pad, float *data_col)
-{
-
- int height_col = (height - ksize) / stride + 1;
- int width_col = (width - ksize) / stride + 1;
- int channels_col = channels * ksize * ksize;
-
- if (pad){
- height_col = 1 + (height-1) / stride;
- width_col = 1 + (width-1) / stride;
- }
-
- size_t n = channels_col*height_col*width_col;
-
- if(pad)im2col_pad_kernel<<<cuda_gridsize(n),BLOCK>>>(im, channels, height, width, ksize, stride, data_col);
- else im2col_nopad_kernel<<<cuda_gridsize(n),BLOCK>>>(im, channels, height, width, ksize, stride, data_col);
- check_error(cudaPeekAtLastError());
-}
-*/
diff --git a/src/image.c b/src/image.c
index fe63b34..de896f2 100644
--- a/src/image.c
+++ b/src/image.c
@@ -1,6 +1,7 @@
#include "image.h"
#include "utils.h"
#include "blas.h"
+#include "cuda.h"
#include <stdio.h>
#include <math.h>
@@ -247,6 +248,26 @@ void constrain_image(image im)
}
void normalize_image(image p)
+{
+ int i;
+ float min = 9999999;
+ float max = -999999;
+
+ for(i = 0; i < p.h*p.w*p.c; ++i){
+ float v = p.data[i];
+ if(v < min) min = v;
+ if(v > max) max = v;
+ }
+ if(max - min < .000000001){
+ min = 0;
+ max = 1;
+ }
+ for(i = 0; i < p.c*p.w*p.h; ++i){
+ p.data[i] = (p.data[i] - min)/(max-min);
+ }
+}
+
+void normalize_image2(image p)
{
float *min = calloc(p.c, sizeof(float));
float *max = calloc(p.c, sizeof(float));
@@ -320,7 +341,6 @@ void show_image_cv(image p, const char *name)
}
free_image(copy);
if(0){
- //if(disp->height < 448 || disp->width < 448 || disp->height > 1000){
int w = 448;
int h = w*p.h/p.w;
if(h > 1000){
@@ -334,202 +354,202 @@ void show_image_cv(image p, const char *name)
}
cvShowImage(buff, disp);
cvReleaseImage(&disp);
- }
+}
#endif
- void show_image(image p, const char *name)
- {
+void show_image(image p, const char *name)
+{
#ifdef OPENCV
- show_image_cv(p, name);
+ show_image_cv(p, name);
#else
- fprintf(stderr, "Not compiled with OpenCV, saving to %s.png instead\n", name);
- save_image(p, name);
+ fprintf(stderr, "Not compiled with OpenCV, saving to %s.png instead\n", name);
+ save_image(p, name);
#endif
- }
+}
#ifdef OPENCV
- image get_image_from_stream(CvCapture *cap)
- {
- IplImage* src = cvQueryFrame(cap);
- if (!src) return make_empty_image(0,0,0);
- image im = ipl_to_image(src);
- rgbgr_image(im);
- return im;
- }
+image get_image_from_stream(CvCapture *cap)
+{
+ IplImage* src = cvQueryFrame(cap);
+ if (!src) return make_empty_image(0,0,0);
+ image im = ipl_to_image(src);
+ rgbgr_image(im);
+ return im;
+}
#endif
#ifdef OPENCV
- void save_image_jpg(image p, const char *name)
- {
- image copy = copy_image(p);
- rgbgr_image(copy);
- int x,y,k;
+void save_image_jpg(image p, const char *name)
+{
+ image copy = copy_image(p);
+ if(p.c == 3) rgbgr_image(copy);
+ int x,y,k;
- char buff[256];
- sprintf(buff, "%s.jpg", name);
-
- IplImage *disp = cvCreateImage(cvSize(p.w,p.h), IPL_DEPTH_8U, p.c);
- int step = disp->widthStep;
- for(y = 0; y < p.h; ++y){
- for(x = 0; x < p.w; ++x){
- for(k= 0; k < p.c; ++k){
- disp->imageData[y*step + x*p.c + k] = (unsigned char)(get_pixel(copy,x,y,k)*255);
- }
+ char buff[256];
+ sprintf(buff, "%s.jpg", name);
+
+ IplImage *disp = cvCreateImage(cvSize(p.w,p.h), IPL_DEPTH_8U, p.c);
+ int step = disp->widthStep;
+ for(y = 0; y < p.h; ++y){
+ for(x = 0; x < p.w; ++x){
+ for(k= 0; k < p.c; ++k){
+ disp->imageData[y*step + x*p.c + k] = (unsigned char)(get_pixel(copy,x,y,k)*255);
}
}
- cvSaveImage(buff, disp,0);
- cvReleaseImage(&disp);
- free_image(copy);
}
+ cvSaveImage(buff, disp,0);
+ cvReleaseImage(&disp);
+ free_image(copy);
+}
#endif
- void save_image(image im, const char *name)
- {
- #ifdef OPENCV
- save_image_jpg(im, name);
- #else
- char buff[256];
- //sprintf(buff, "%s (%d)", name, windows);
- sprintf(buff, "%s.png", name);
- unsigned char *data = calloc(im.w*im.h*im.c, sizeof(char));
- int i,k;
- for(k = 0; k < im.c; ++k){
- for(i = 0; i < im.w*im.h; ++i){
- data[i*im.c+k] = (unsigned char) (255*im.data[i + k*im.w*im.h]);
- }
+void save_image(image im, const char *name)
+{
+#ifdef OPENCV
+ save_image_jpg(im, name);
+#else
+ char buff[256];
+ //sprintf(buff, "%s (%d)", name, windows);
+ sprintf(buff, "%s.png", name);
+ unsigned char *data = calloc(im.w*im.h*im.c, sizeof(char));
+ int i,k;
+ for(k = 0; k < im.c; ++k){
+ for(i = 0; i < im.w*im.h; ++i){
+ data[i*im.c+k] = (unsigned char) (255*im.data[i + k*im.w*im.h]);
}
- int success = stbi_write_png(buff, im.w, im.h, im.c, data, im.w*im.c);
- free(data);
- if(!success) fprintf(stderr, "Failed to write image %s\n", buff);
- #endif
}
+ int success = stbi_write_png(buff, im.w, im.h, im.c, data, im.w*im.c);
+ free(data);
+ if(!success) fprintf(stderr, "Failed to write image %s\n", buff);
+#endif
+}
- void show_image_layers(image p, char *name)
- {
- int i;
- char buff[256];
- for(i = 0; i < p.c; ++i){
- sprintf(buff, "%s - Layer %d", name, i);
- image layer = get_image_layer(p, i);
- show_image(layer, buff);
- free_image(layer);
- }
+void show_image_layers(image p, char *name)
+{
+ int i;
+ char buff[256];
+ for(i = 0; i < p.c; ++i){
+ sprintf(buff, "%s - Layer %d", name, i);
+ image layer = get_image_layer(p, i);
+ show_image(layer, buff);
+ free_image(layer);
}
+}
- void show_image_collapsed(image p, char *name)
- {
- image c = collapse_image_layers(p, 1);
- show_image(c, name);
- free_image(c);
- }
+void show_image_collapsed(image p, char *name)
+{
+ image c = collapse_image_layers(p, 1);
+ show_image(c, name);
+ free_image(c);
+}
- image make_empty_image(int w, int h, int c)
- {
- image out;
- out.data = 0;
- out.h = h;
- out.w = w;
- out.c = c;
- return out;
- }
+image make_empty_image(int w, int h, int c)
+{
+ image out;
+ out.data = 0;
+ out.h = h;
+ out.w = w;
+ out.c = c;
+ return out;
+}
- image make_image(int w, int h, int c)
- {
- image out = make_empty_image(w,h,c);
- out.data = calloc(h*w*c, sizeof(float));
- return out;
- }
+image make_image(int w, int h, int c)
+{
+ image out = make_empty_image(w,h,c);
+ out.data = calloc(h*w*c, sizeof(float));
+ return out;
+}
- image make_random_image(int w, int h, int c)
- {
- image out = make_empty_image(w,h,c);
- out.data = calloc(h*w*c, sizeof(float));
- int i;
- for(i = 0; i < w*h*c; ++i){
- out.data[i] = (rand_normal() * .25) + .5;
- }
- return out;
+image make_random_image(int w, int h, int c)
+{
+ image out = make_empty_image(w,h,c);
+ out.data = calloc(h*w*c, sizeof(float));
+ int i;
+ for(i = 0; i < w*h*c; ++i){
+ out.data[i] = (rand_normal() * .25) + .5;
}
+ return out;
+}
- image float_to_image(int w, int h, int c, float *data)
- {
- image out = make_empty_image(w,h,c);
- out.data = data;
- return out;
- }
+image float_to_image(int w, int h, int c, float *data)
+{
+ image out = make_empty_image(w,h,c);
+ out.data = data;
+ return out;
+}
- image rotate_crop_image(image im, float rad, float s, int w, int h, int dx, int dy)
- {
- int x, y, c;
- float cx = im.w/2.;
- float cy = im.h/2.;
- image rot = make_image(w, h, im.c);
- for(c = 0; c < im.c; ++c){
- for(y = 0; y < h; ++y){
- for(x = 0; x < w; ++x){
- float rx = cos(rad)*(x/s + dx/s -cx) - sin(rad)*(y/s + dy/s -cy) + cx;
- float ry = sin(rad)*(x/s + dx/s -cx) + cos(rad)*(y/s + dy/s -cy) + cy;
- float val = bilinear_interpolate(im, rx, ry, c);
- set_pixel(rot, x, y, c, val);
- }
+image rotate_crop_image(image im, float rad, float s, int w, int h, int dx, int dy)
+{
+ int x, y, c;
+ float cx = im.w/2.;
+ float cy = im.h/2.;
+ image rot = make_image(w, h, im.c);
+ for(c = 0; c < im.c; ++c){
+ for(y = 0; y < h; ++y){
+ for(x = 0; x < w; ++x){
+ float rx = cos(rad)*(x/s + dx/s -cx) - sin(rad)*(y/s + dy/s -cy) + cx;
+ float ry = sin(rad)*(x/s + dx/s -cx) + cos(rad)*(y/s + dy/s -cy) + cy;
+ float val = bilinear_interpolate(im, rx, ry, c);
+ set_pixel(rot, x, y, c, val);
}
}
- return rot;
}
+ return rot;
+}
- image rotate_image(image im, float rad)
- {
- int x, y, c;
- float cx = im.w/2.;
- float cy = im.h/2.;
- image rot = make_image(im.w, im.h, im.c);
- for(c = 0; c < im.c; ++c){
- for(y = 0; y < im.h; ++y){
- for(x = 0; x < im.w; ++x){
- float rx = cos(rad)*(x-cx) - sin(rad)*(y-cy) + cx;
- float ry = sin(rad)*(x-cx) + cos(rad)*(y-cy) + cy;
- float val = bilinear_interpolate(im, rx, ry, c);
- set_pixel(rot, x, y, c, val);
- }
+image rotate_image(image im, float rad)
+{
+ int x, y, c;
+ float cx = im.w/2.;
+ float cy = im.h/2.;
+ image rot = make_image(im.w, im.h, im.c);
+ for(c = 0; c < im.c; ++c){
+ for(y = 0; y < im.h; ++y){
+ for(x = 0; x < im.w; ++x){
+ float rx = cos(rad)*(x-cx) - sin(rad)*(y-cy) + cx;
+ float ry = sin(rad)*(x-cx) + cos(rad)*(y-cy) + cy;
+ float val = bilinear_interpolate(im, rx, ry, c);
+ set_pixel(rot, x, y, c, val);
}
}
- return rot;
}
+ return rot;
+}
- void translate_image(image m, float s)
- {
- int i;
- for(i = 0; i < m.h*m.w*m.c; ++i) m.data[i] += s;
- }
+void translate_image(image m, float s)
+{
+ int i;
+ for(i = 0; i < m.h*m.w*m.c; ++i) m.data[i] += s;
+}
- void scale_image(image m, float s)
- {
- int i;
- for(i = 0; i < m.h*m.w*m.c; ++i) m.data[i] *= s;
- }
+void scale_image(image m, float s)
+{
+ int i;
+ for(i = 0; i < m.h*m.w*m.c; ++i) m.data[i] *= s;
+}
- image crop_image(image im, int dx, int dy, int w, int h)
- {
- image cropped = make_image(w, h, im.c);
- int i, j, k;
- for(k = 0; k < im.c; ++k){
- for(j = 0; j < h; ++j){
- for(i = 0; i < w; ++i){
- int r = j + dy;
- int c = i + dx;
- float val = 0;
- r = constrain_int(r, 0, im.h-1);
- c = constrain_int(c, 0, im.w-1);
- if (r >= 0 && r < im.h && c >= 0 && c < im.w) {
- val = get_pixel(im, c, r, k);
- }
- set_pixel(cropped, i, j, k, val);
+image crop_image(image im, int dx, int dy, int w, int h)
+{
+ image cropped = make_image(w, h, im.c);
+ int i, j, k;
+ for(k = 0; k < im.c; ++k){
+ for(j = 0; j < h; ++j){
+ for(i = 0; i < w; ++i){
+ int r = j + dy;
+ int c = i + dx;
+ float val = 0;
+ r = constrain_int(r, 0, im.h-1);
+ c = constrain_int(c, 0, im.w-1);
+ if (r >= 0 && r < im.h && c >= 0 && c < im.w) {
+ val = get_pixel(im, c, r, k);
}
+ set_pixel(cropped, i, j, k, val);
}
}
- return cropped;
}
+ return cropped;
+}
int best_3d_shift_r(image a, image b, int min, int max)
{
@@ -666,7 +686,7 @@ void rgb_to_hsv(image im)
v = max;
if(max == 0){
s = 0;
- h = -1;
+ h = 0;
}else{
s = delta/max;
if(r == max){
@@ -677,6 +697,7 @@ void rgb_to_hsv(image im)
h = 4 + (r - g) / delta;
}
if (h < 0) h += 6;
+ h = h/6.;
}
set_pixel(im, i, j, 0, h);
set_pixel(im, i, j, 1, s);
@@ -694,7 +715,7 @@ void hsv_to_rgb(image im)
float f, p, q, t;
for(j = 0; j < im.h; ++j){
for(i = 0; i < im.w; ++i){
- h = get_pixel(im, i , j, 0);
+ h = 6 * get_pixel(im, i , j, 0);
s = get_pixel(im, i , j, 1);
v = get_pixel(im, i , j, 2);
if (s == 0) {
@@ -781,6 +802,18 @@ void scale_image_channel(image im, int c, float v)
}
}
+void translate_image_channel(image im, int c, float v)
+{
+ int i, j;
+ for(j = 0; j < im.h; ++j){
+ for(i = 0; i < im.w; ++i){
+ float pix = get_pixel(im, i, j, c);
+ pix = pix+v;
+ set_pixel(im, i, j, c, pix);
+ }
+ }
+}
+
image binarize_image(image im)
{
image c = copy_image(im);
@@ -800,6 +833,19 @@ void saturate_image(image im, float sat)
constrain_image(im);
}
+void hue_image(image im, float hue)
+{
+ rgb_to_hsv(im);
+ int i;
+ for(i = 0; i < im.w*im.h; ++i){
+ im.data[i] = im.data[i] + hue;
+ if (im.data[i] > 1) im.data[i] -= 1;
+ if (im.data[i] < 0) im.data[i] += 1;
+ }
+ hsv_to_rgb(im);
+ constrain_image(im);
+}
+
void exposure_image(image im, float sat)
{
rgb_to_hsv(im);
@@ -808,6 +854,29 @@ void exposure_image(image im, float sat)
constrain_image(im);
}
+void distort_image(image im, float hue, float sat, float val)
+{
+ rgb_to_hsv(im);
+ scale_image_channel(im, 1, sat);
+ scale_image_channel(im, 2, val);
+ int i;
+ for(i = 0; i < im.w*im.h; ++i){
+ im.data[i] = im.data[i] + hue;
+ if (im.data[i] > 1) im.data[i] -= 1;
+ if (im.data[i] < 0) im.data[i] += 1;
+ }
+ hsv_to_rgb(im);
+ constrain_image(im);
+}
+
+void random_distort_image(image im, float hue, float saturation, float exposure)
+{
+ float dhue = rand_uniform(-hue, hue);
+ float dsat = rand_scale(saturation);
+ float dexp = rand_scale(exposure);
+ distort_image(im, dhue, dsat, dexp);
+}
+
void saturate_exposure_image(image im, float sat, float exposure)
{
rgb_to_hsv(im);
@@ -876,7 +945,6 @@ image resize_image(image im, int w, int h)
return resized;
}
-#include "cuda.h"
void test_resize(char *filename)
{
@@ -885,59 +953,40 @@ void test_resize(char *filename)
printf("L2 Norm: %f\n", mag);
image gray = grayscale_image(im);
- image sat2 = copy_image(im);
- saturate_image(sat2, 2);
-
- image sat5 = copy_image(im);
- saturate_image(sat5, .5);
-
- image exp2 = copy_image(im);
- exposure_image(exp2, 2);
-
- image exp5 = copy_image(im);
- exposure_image(exp5, .5);
+ image c1 = copy_image(im);
+ image c2 = copy_image(im);
+ image c3 = copy_image(im);
+ image c4 = copy_image(im);
+ distort_image(c1, .1, 1.5, 1.5);
+ distort_image(c2, -.1, .66666, .66666);
+ distort_image(c3, .1, 1.5, .66666);
+ distort_image(c4, .1, .66666, 1.5);
- image bin = binarize_image(im);
-/*
-#ifdef GPU
- image r = resize_image(im, im.w, im.h);
- image black = make_image(im.w*2 + 3, im.h*2 + 3, 9);
- image black2 = make_image(im.w, im.h, 3);
-
- float *r_gpu = cuda_make_array(r.data, r.w*r.h*r.c);
- float *black_gpu = cuda_make_array(black.data, black.w*black.h*black.c);
- float *black2_gpu = cuda_make_array(black2.data, black2.w*black2.h*black2.c);
- shortcut_gpu(3, r.w, r.h, 1, r_gpu, black.w, black.h, 3, black_gpu);
- //flip_image(r);
- //shortcut_gpu(3, r.w, r.h, 1, r.data, black.w, black.h, 3, black.data);
-
- shortcut_gpu(3, black.w, black.h, 3, black_gpu, black2.w, black2.h, 1, black2_gpu);
- cuda_pull_array(black_gpu, black.data, black.w*black.h*black.c);
- cuda_pull_array(black2_gpu, black2.data, black2.w*black2.h*black2.c);
- show_image_layers(black, "Black");
- show_image(black2, "Recreate");
-#endif
-*/
- image rot = rotate_crop_image(im, -.2618, 1, im.w/2, im.h/2, 0, 0);
- image rot3 = rotate_crop_image(im, -.2618, 2, im.w, im.h, im.w/2, 0);
- image rot2 = rotate_crop_image(im, -.2618, 1, im.w, im.h, 0, 0);
- show_image(rot, "Rotated");
- show_image(rot2, "base");
-
- show_image(rot3, "Rotated2");
-
-/*
show_image(im, "Original");
- show_image(bin, "Binary");
show_image(gray, "Gray");
- show_image(sat2, "Saturation-2");
- show_image(sat5, "Saturation-.5");
- show_image(exp2, "Exposure-2");
- show_image(exp5, "Exposure-.5");
- */
+ show_image(c1, "C1");
+ show_image(c2, "C2");
+ show_image(c3, "C3");
+ show_image(c4, "C4");
#ifdef OPENCV
- cvWaitKey(0);
+ while(1){
+ float exposure = 1.15;
+ float saturation = 1.15;
+ float hue = .05;
+
+ image c = copy_image(im);
+
+ float dexp = rand_scale(exposure);
+ float dsat = rand_scale(saturation);
+ float dhue = rand_uniform(-hue, hue);
+
+ distort_image(c, dhue, dsat, dexp);
+ show_image(c, "rand");
+ printf("%f %f %f\n", dhue, dsat, dexp);
+ free_image(c);
+ cvWaitKey(0);
+ }
#endif
}
@@ -1180,10 +1229,8 @@ void show_images(image *ims, int n, char *window)
image sized = resize_image(m, w, h);
*/
normalize_image(m);
- image sized = resize_image(m, m.w, m.h);
- save_image(sized, window);
- show_image(sized, window);
- free_image(sized);
+ save_image(m, window);
+ show_image(m, window);
free_image(m);
}
diff --git a/src/image.h b/src/image.h
index 9c53fd3..213c4b4 100644
--- a/src/image.h
+++ b/src/image.h
@@ -32,6 +32,7 @@ void scale_image(image m, float s);
image crop_image(image im, int dx, int dy, int w, int h);
image random_crop_image(image im, int w, int h);
image random_augment_image(image im, float angle, int low, int high, int size);
+void random_distort_image(image im, float hue, float saturation, float exposure);
image resize_image(image im, int w, int h);
image resize_min(image im, int min);
void translate_image(image m, float s);
@@ -41,6 +42,7 @@ void rotate_image_cw(image im, int times);
void embed_image(image source, image dest, int dx, int dy);
void saturate_image(image im, float sat);
void exposure_image(image im, float sat);
+void distort_image(image im, float hue, float sat, float val);
void saturate_exposure_image(image im, float sat, float exposure);
void hsv_to_rgb(image im);
void rgbgr_image(image im);
diff --git a/src/imagenet.c b/src/imagenet.c
deleted file mode 100644
index 1625526..0000000
--- a/src/imagenet.c
+++ /dev/null
@@ -1,237 +0,0 @@
-#include "network.h"
-#include "utils.h"
-#include "parser.h"
-
-#ifdef OPENCV
-#include "opencv2/highgui/highgui_c.h"
-#endif
-
-void train_imagenet(char *cfgfile, char *weightfile)
-{
- data_seed = time(0);
- srand(time(0));
- float avg_loss = -1;
- char *base = basecfg(cfgfile);
- char *backup_directory = "/home/pjreddie/backup/";
- printf("%s\n", base);
- network net = parse_network_cfg(cfgfile);
- if(weightfile){
- load_weights(&net, weightfile);
- }
- printf("Learning Rate: %g, Momentum: %g, Decay: %g\n", net.learning_rate, net.momentum, net.decay);
- int imgs = 1024;
- char **labels = get_labels("data/inet.labels.list");
- list *plist = get_paths("data/inet.train.list");
- char **paths = (char **)list_to_array(plist);
- printf("%d\n", plist->size);
- int N = plist->size;
- clock_t time;
- pthread_t load_thread;
- data train;
- data buffer;
-
- load_args args = {0};
- args.w = net.w;
- args.h = net.h;
- args.paths = paths;
- args.classes = 1000;
- args.n = imgs;
- args.m = N;
- args.labels = labels;
- args.d = &buffer;
- args.type = OLD_CLASSIFICATION_DATA;
-
- load_thread = load_data_in_thread(args);
- int epoch = (*net.seen)/N;
- while(get_current_batch(net) < net.max_batches || net.max_batches == 0){
- time=clock();
- pthread_join(load_thread, 0);
- train = buffer;
-
- load_thread = load_data_in_thread(args);
- printf("Loaded: %lf seconds\n", sec(clock()-time));
- time=clock();
- float loss = train_network(net, train);
- if(avg_loss == -1) avg_loss = loss;
- avg_loss = avg_loss*.9 + loss*.1;
- printf("%d, %.3f: %f, %f avg, %f rate, %lf seconds, %d images\n", get_current_batch(net), (float)(*net.seen)/N, loss, avg_loss, get_current_rate(net), sec(clock()-time), *net.seen);
- free_data(train);
- if(*net.seen/N > epoch){
- epoch = *net.seen/N;
- char buff[256];
- sprintf(buff, "%s/%s_%d.weights",backup_directory,base, epoch);
- save_weights(net, buff);
- }
- if(*net.seen%1000 == 0){
- char buff[256];
- sprintf(buff, "%s/%s.backup",backup_directory,base);
- save_weights(net, buff);
- }
- }
- char buff[256];
- sprintf(buff, "%s/%s.weights", backup_directory, base);
- save_weights(net, buff);
-
- pthread_join(load_thread, 0);
- free_data(buffer);
- free_network(net);
- free_ptrs((void**)labels, 1000);
- free_ptrs((void**)paths, plist->size);
- free_list(plist);
- free(base);
-}
-
-void validate_imagenet(char *filename, char *weightfile)
-{
- int i = 0;
- network net = parse_network_cfg(filename);
- if(weightfile){
- load_weights(&net, weightfile);
- }
- srand(time(0));
-
- char **labels = get_labels("data/inet.labels.list");
- //list *plist = get_paths("data/inet.suppress.list");
- list *plist = get_paths("data/inet.val.list");
-
- char **paths = (char **)list_to_array(plist);
- int m = plist->size;
- free_list(plist);
-
- clock_t time;
- float avg_acc = 0;
- float avg_top5 = 0;
- int splits = 50;
- int num = (i+1)*m/splits - i*m/splits;
-
- data val, buffer;
-
- load_args args = {0};
- args.w = net.w;
- args.h = net.h;
- args.paths = paths;
- args.classes = 1000;
- args.n = num;
- args.m = 0;
- args.labels = labels;
- args.d = &buffer;
- args.type = OLD_CLASSIFICATION_DATA;
-
- pthread_t load_thread = load_data_in_thread(args);
- for(i = 1; i <= splits; ++i){
- time=clock();
-
- pthread_join(load_thread, 0);
- val = buffer;
-
- num = (i+1)*m/splits - i*m/splits;
- char **part = paths+(i*m/splits);
- if(i != splits){
- args.paths = part;
- load_thread = load_data_in_thread(args);
- }
- printf("Loaded: %d images in %lf seconds\n", val.X.rows, sec(clock()-time));
-
- time=clock();
- float *acc = network_accuracies(net, val, 5);
- avg_acc += acc[0];
- avg_top5 += acc[1];
- printf("%d: top1: %f, top5: %f, %lf seconds, %d images\n", i, avg_acc/i, avg_top5/i, sec(clock()-time), val.X.rows);
- free_data(val);
- }
-}
-
-void test_imagenet(char *cfgfile, char *weightfile, char *filename)
-{
- network net = parse_network_cfg(cfgfile);
- if(weightfile){
- load_weights(&net, weightfile);
- }
- set_batch_network(&net, 1);
- srand(2222222);
- int i = 0;
- char **names = get_labels("data/shortnames.txt");
- clock_t time;
- int indexes[10];
- char buff[256];
- char *input = buff;
- while(1){
- if(filename){
- strncpy(input, filename, 256);
- }else{
- printf("Enter Image Path: ");
- fflush(stdout);
- input = fgets(input, 256, stdin);
- if(!input) return;
- strtok(input, "\n");
- }
- image im = load_image_color(input, 256, 256);
- float *X = im.data;
- time=clock();
- float *predictions = network_predict(net, X);
- top_predictions(net, 10, indexes);
- printf("%s: Predicted in %f seconds.\n", input, sec(clock()-time));
- for(i = 0; i < 10; ++i){
- int index = indexes[i];
- printf("%s: %f\n", names[index], predictions[index]);
- }
- free_image(im);
- if (filename) break;
- }
-}
-
-void run_imagenet(int argc, char **argv)
-{
- if(argc < 4){
- fprintf(stderr, "usage: %s %s [train/test/valid] [cfg] [weights (optional)]\n", argv[0], argv[1]);
- return;
- }
-
- char *cfg = argv[3];
- char *weights = (argc > 4) ? argv[4] : 0;
- char *filename = (argc > 5) ? argv[5]: 0;
- if(0==strcmp(argv[2], "test")) test_imagenet(cfg, weights, filename);
- else if(0==strcmp(argv[2], "train")) train_imagenet(cfg, weights);
- else if(0==strcmp(argv[2], "valid")) validate_imagenet(cfg, weights);
-}
-
-/*
- void train_imagenet_distributed(char *address)
- {
- float avg_loss = 1;
- srand(time(0));
- network net = parse_network_cfg("cfg/net.cfg");
- set_learning_network(&net, 0, 1, 0);
- printf("Learning Rate: %g, Momentum: %g, Decay: %g\n", net.learning_rate, net.momentum, net.decay);
- int imgs = net.batch;
- int i = 0;
- char **labels = get_labels("/home/pjreddie/data/imagenet/cls.labels.list");
- list *plist = get_paths("/data/imagenet/cls.train.list");
- char **paths = (char **)list_to_array(plist);
- printf("%d\n", plist->size);
- clock_t time;
- data train, buffer;
- pthread_t load_thread = load_data_thread(paths, imgs, plist->size, labels, 1000, 224, 224, &buffer);
- while(1){
- i += 1;
-
- time=clock();
- client_update(net, address);
- printf("Updated: %lf seconds\n", sec(clock()-time));
-
- time=clock();
- pthread_join(load_thread, 0);
- train = buffer;
- normalize_data_rows(train);
- load_thread = load_data_thread(paths, imgs, plist->size, labels, 1000, 224, 224, &buffer);
- printf("Loaded: %lf seconds\n", sec(clock()-time));
- time=clock();
-
- float loss = train_network(net, train);
- avg_loss = avg_loss*.9 + loss*.1;
- printf("%d: %f, %f avg, %lf seconds, %d images\n", i, loss, avg_loss, sec(clock()-time), i*imgs);
- free_data(train);
- }
- }
- */
-
diff --git a/src/layer.h b/src/layer.h
index 10d64e5..5e9dc3a 100644
--- a/src/layer.h
+++ b/src/layer.h
@@ -72,6 +72,7 @@ struct layer{
float saturation;
float exposure;
float shift;
+ float ratio;
int softmax;
int classes;
int coords;
@@ -82,6 +83,7 @@ struct layer{
int joint;
int noadjust;
int reorg;
+ int log;
float alpha;
float beta;
diff --git a/src/maxpool_layer.c b/src/maxpool_layer.c
index 7af4954..3e0ea15 100644
--- a/src/maxpool_layer.c
+++ b/src/maxpool_layer.c
@@ -18,7 +18,7 @@ image get_maxpool_delta(maxpool_layer l)
return float_to_image(w,h,c,l.delta);
}
-maxpool_layer make_maxpool_layer(int batch, int h, int w, int c, int size, int stride)
+maxpool_layer make_maxpool_layer(int batch, int h, int w, int c, int size, int stride, int padding)
{
fprintf(stderr, "Maxpool Layer: %d x %d x %d image, %d size, %d stride\n", h,w,c,size,stride);
maxpool_layer l = {0};
@@ -27,8 +27,9 @@ maxpool_layer make_maxpool_layer(int batch, int h, int w, int c, int size, int s
l.h = h;
l.w = w;
l.c = c;
- l.out_w = (w-1)/stride + 1;
- l.out_h = (h-1)/stride + 1;
+ l.pad = padding;
+ l.out_w = (w + 2*padding - size + 1)/stride + 1;
+ l.out_h = (h + 2*padding - size + 1)/stride + 1;
l.out_c = c;
l.outputs = l.out_h * l.out_w * l.out_c;
l.inputs = h*w*c;
@@ -48,13 +49,12 @@ maxpool_layer make_maxpool_layer(int batch, int h, int w, int c, int size, int s
void resize_maxpool_layer(maxpool_layer *l, int w, int h)
{
- int stride = l->stride;
l->h = h;
l->w = w;
l->inputs = h*w*l->c;
- l->out_w = (w-1)/stride + 1;
- l->out_h = (h-1)/stride + 1;
+ l->out_w = (w + 2*l->pad - l->size + 1)/l->stride + 1;
+ l->out_h = (h + 2*l->pad - l->size + 1)/l->stride + 1;
l->outputs = l->out_w * l->out_h * l->c;
int output_size = l->outputs * l->batch;
@@ -75,11 +75,11 @@ void resize_maxpool_layer(maxpool_layer *l, int w, int h)
void forward_maxpool_layer(const maxpool_layer l, network_state state)
{
int b,i,j,k,m,n;
- int w_offset = (-l.size-1)/2 + 1;
- int h_offset = (-l.size-1)/2 + 1;
+ int w_offset = -l.pad;
+ int h_offset = -l.pad;
- int h = (l.h-1)/l.stride + 1;
- int w = (l.w-1)/l.stride + 1;
+ int h = l.out_h;
+ int w = l.out_w;
int c = l.c;
for(b = 0; b < l.batch; ++b){
@@ -112,8 +112,8 @@ void forward_maxpool_layer(const maxpool_layer l, network_state state)
void backward_maxpool_layer(const maxpool_layer l, network_state state)
{
int i;
- int h = (l.h-1)/l.stride + 1;
- int w = (l.w-1)/l.stride + 1;
+ int h = l.out_h;
+ int w = l.out_w;
int c = l.c;
for(i = 0; i < h*w*c*l.batch; ++i){
int index = l.indexes[i];
diff --git a/src/maxpool_layer.h b/src/maxpool_layer.h
index 4729e43..ce56dd8 100644
--- a/src/maxpool_layer.h
+++ b/src/maxpool_layer.h
@@ -9,7 +9,7 @@
typedef layer maxpool_layer;
image get_maxpool_image(maxpool_layer l);
-maxpool_layer make_maxpool_layer(int batch, int h, int w, int c, int size, int stride);
+maxpool_layer make_maxpool_layer(int batch, int h, int w, int c, int size, int stride, int padding);
void resize_maxpool_layer(maxpool_layer *l, int w, int h);
void forward_maxpool_layer(const maxpool_layer l, network_state state);
void backward_maxpool_layer(const maxpool_layer l, network_state state);
diff --git a/src/maxpool_layer_kernels.cu b/src/maxpool_layer_kernels.cu
index 331a5e2..fc54f52 100644
--- a/src/maxpool_layer_kernels.cu
+++ b/src/maxpool_layer_kernels.cu
@@ -7,10 +7,10 @@ extern "C" {
#include "cuda.h"
}
-__global__ void forward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_c, int stride, int size, float *input, float *output, int *indexes)
+__global__ void forward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_c, int stride, int size, int pad, float *input, float *output, int *indexes)
{
- int h = (in_h-1)/stride + 1;
- int w = (in_w-1)/stride + 1;
+ int h = (in_h + 2*pad - size + 1)/stride + 1;
+ int w = (in_w + 2*pad - size + 1)/stride + 1;
int c = in_c;
int id = (blockIdx.x + blockIdx.y*gridDim.x) * blockDim.x + threadIdx.x;
@@ -24,8 +24,8 @@ __global__ void forward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_c
id /= c;
int b = id;
- int w_offset = (-size-1)/2 + 1;
- int h_offset = (-size-1)/2 + 1;
+ int w_offset = -pad;
+ int h_offset = -pad;
int out_index = j + w*(i + h*(k + c*b));
float max = -INFINITY;
@@ -47,10 +47,10 @@ __global__ void forward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_c
indexes[out_index] = max_i;
}
-__global__ void backward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_c, int stride, int size, float *delta, float *prev_delta, int *indexes)
+__global__ void backward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_c, int stride, int size, int pad, float *delta, float *prev_delta, int *indexes)
{
- int h = (in_h-1)/stride + 1;
- int w = (in_w-1)/stride + 1;
+ int h = (in_h + 2*pad - size + 1)/stride + 1;
+ int w = (in_w + 2*pad - size + 1)/stride + 1;
int c = in_c;
int area = (size-1)/stride;
@@ -66,8 +66,8 @@ __global__ void backward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_
id /= in_c;
int b = id;
- int w_offset = (-size-1)/2 + 1;
- int h_offset = (-size-1)/2 + 1;
+ int w_offset = -pad;
+ int h_offset = -pad;
float d = 0;
int l, m;
@@ -86,13 +86,13 @@ __global__ void backward_maxpool_layer_kernel(int n, int in_h, int in_w, int in_
extern "C" void forward_maxpool_layer_gpu(maxpool_layer layer, network_state state)
{
- int h = (layer.h-1)/layer.stride + 1;
- int w = (layer.w-1)/layer.stride + 1;
+ int h = layer.out_h;
+ int w = layer.out_w;
int c = layer.c;
size_t n = h*w*c*layer.batch;
- forward_maxpool_layer_kernel<<<cuda_gridsize(n), BLOCK>>>(n, layer.h, layer.w, layer.c, layer.stride, layer.size, state.input, layer.output_gpu, layer.indexes_gpu);
+ forward_maxpool_layer_kernel<<<cuda_gridsize(n), BLOCK>>>(n, layer.h, layer.w, layer.c, layer.stride, layer.size, layer.pad, state.input, layer.output_gpu, layer.indexes_gpu);
check_error(cudaPeekAtLastError());
}
@@ -100,7 +100,7 @@ extern "C" void backward_maxpool_layer_gpu(maxpool_layer layer, network_state st
{
size_t n = layer.h*layer.w*layer.c*layer.batch;
- backward_maxpool_layer_kernel<<<cuda_gridsize(n), BLOCK>>>(n, layer.h, layer.w, layer.c, layer.stride, layer.size, layer.delta_gpu, state.delta, layer.indexes_gpu);
+ backward_maxpool_layer_kernel<<<cuda_gridsize(n), BLOCK>>>(n, layer.h, layer.w, layer.c, layer.stride, layer.size, layer.pad, layer.delta_gpu, state.delta, layer.indexes_gpu);
check_error(cudaPeekAtLastError());
}
diff --git a/src/network.c b/src/network.c
index 91baafe..c9a198f 100644
--- a/src/network.c
+++ b/src/network.c
@@ -420,7 +420,7 @@ int resize_network(network *net, int w, int h)
net->h = h;
int inputs = 0;
size_t workspace_size = 0;
- //fprintf(stderr, "Resizing to %d x %d...", w, h);
+ //fprintf(stderr, "Resizing to %d x %d...\n", w, h);
//fflush(stderr);
for (i = 0; i < net->n; ++i){
layer l = net->layers[i];
diff --git a/src/network.h b/src/network.h
index 3306962..b7ba39c 100644
--- a/src/network.h
+++ b/src/network.h
@@ -43,6 +43,7 @@ typedef struct network{
float angle;
float exposure;
float saturation;
+ float hue;
int gpu_index;
diff --git a/src/parser.c b/src/parser.c
index 904df1a..626f510 100644
--- a/src/parser.c
+++ b/src/parser.c
@@ -2,6 +2,7 @@
#include <string.h>
#include <stdlib.h>
+#include "blas.h"
#include "parser.h"
#include "assert.h"
#include "activations.h"
@@ -147,7 +148,10 @@ convolutional_layer parse_convolutional(list *options, size_params params)
int n = option_find_int(options, "filters",1);
int size = option_find_int(options, "size",1);
int stride = option_find_int(options, "stride",1);
- int pad = option_find_int(options, "pad",0);
+ int pad = option_find_int_quiet(options, "pad",0);
+ int padding = option_find_int_quiet(options, "padding",0);
+ if(pad) padding = size/2;
+
char *activation_s = option_find_str(options, "activation", "logistic");
ACTIVATION activation = get_activation(activation_s);
@@ -161,7 +165,7 @@ convolutional_layer parse_convolutional(list *options, size_params params)
int binary = option_find_int_quiet(options, "binary", 0);
int xnor = option_find_int_quiet(options, "xnor", 0);
- convolutional_layer layer = make_convolutional_layer(batch,h,w,c,n,size,stride,pad,activation, batch_normalize, binary, xnor);
+ convolutional_layer layer = make_convolutional_layer(batch,h,w,c,n,size,stride,padding,activation, batch_normalize, binary, xnor);
layer.flipped = option_find_int_quiet(options, "flipped", 0);
layer.dot = option_find_float_quiet(options, "dot", 0);
@@ -234,9 +238,16 @@ layer parse_region(list *options, size_params params)
int coords = option_find_int(options, "coords", 4);
int classes = option_find_int(options, "classes", 20);
int num = option_find_int(options, "num", 1);
+
+ params.w = option_find_int(options, "side", params.w);
+ params.h = option_find_int(options, "side", params.h);
+
layer l = make_region_layer(params.batch, params.w, params.h, num, classes, coords);
assert(l.outputs == params.inputs);
+ l.log = option_find_int_quiet(options, "log", 0);
+ l.sqrt = option_find_int_quiet(options, "sqrt", 0);
+
l.softmax = option_find_int(options, "softmax", 0);
l.max_boxes = option_find_int_quiet(options, "max",30);
l.jitter = option_find_float(options, "jitter", .2);
@@ -278,6 +289,7 @@ cost_layer parse_cost(list *options, size_params params)
COST_TYPE type = get_cost_type(type_s);
float scale = option_find_float_quiet(options, "scale",1);
cost_layer layer = make_cost_layer(params.batch, params.inputs, type, scale);
+ layer.ratio = option_find_float_quiet(options, "ratio",0);
return layer;
}
@@ -324,6 +336,7 @@ maxpool_layer parse_maxpool(list *options, size_params params)
{
int stride = option_find_int(options, "stride",1);
int size = option_find_int(options, "size",stride);
+ int padding = option_find_int_quiet(options, "padding", (size-1)/2);
int batch,h,w,c;
h = params.h;
@@ -332,7 +345,7 @@ maxpool_layer parse_maxpool(list *options, size_params params)
batch=params.batch;
if(!(h && w && c)) error("Layer before maxpool layer must output image.");
- maxpool_layer layer = make_maxpool_layer(batch,h,w,c,size,stride);
+ maxpool_layer layer = make_maxpool_layer(batch,h,w,c,size,stride,padding);
return layer;
}
@@ -486,6 +499,7 @@ void parse_net_options(list *options, network *net)
net->angle = option_find_float_quiet(options, "angle", 0);
net->saturation = option_find_float_quiet(options, "saturation", 1);
net->exposure = option_find_float_quiet(options, "exposure", 1);
+ net->hue = option_find_float_quiet(options, "hue", 0);
if(!net->inputs && !(net->h && net->w && net->c)) error("No input parameters supplied");
@@ -1085,6 +1099,7 @@ void load_convolutional_weights(layer l, FILE *fp)
fread(l.rolling_variance, sizeof(float), l.n, fp);
}
fread(l.filters, sizeof(float), num, fp);
+ //if(l.c == 3) scal_cpu(num, 1./256, l.filters, 1);
if (l.flipped) {
transpose_matrix(l.filters, l.c*l.size*l.size, l.n);
}
diff --git a/src/region_layer.c b/src/region_layer.c
index 5fe37c5..2185ea5 100644
--- a/src/region_layer.c
+++ b/src/region_layer.c
@@ -80,8 +80,8 @@ box get_region_box(float *x, int index, int i, int j, int w, int h, int adjust,
b.w = logistic_activate(x[index + 2]);
b.h = logistic_activate(x[index + 3]);
}
- if(adjust && b.w < .01) b.w = .01;
- if(adjust && b.h < .01) b.h = .01;
+ //if(adjust && b.w < .01) b.w = .01;
+ //if(adjust && b.h < .01) b.h = .01;
return b;
}
@@ -149,6 +149,7 @@ void forward_region_layer(const region_layer l, network_state state)
l.delta[index + 4] = l.noobject_scale * ((0 - l.output[index + 4]) * logistic_gradient(l.output[index + 4]));
if(best_iou > .5) l.delta[index + 4] = 0;
+ /*
if(*(state.net.seen) < 6400){
box truth = {0};
truth.x = (i + .5)/l.w;
@@ -157,6 +158,7 @@ void forward_region_layer(const region_layer l, network_state state)
truth.h = .5;
delta_region_box(truth, l.output, index, i, j, l.w, l.h, l.delta, LOG, 1);
}
+ */
}
}
}
diff --git a/src/tag.c b/src/tag.c
index e3e1707..dd10591 100644
--- a/src/tag.c
+++ b/src/tag.c
@@ -45,6 +45,11 @@ void train_tag(char *cfgfile, char *weightfile, int clear)
args.d = &buffer;
args.type = TAG_DATA;
+ args.angle = net.angle;
+ args.exposure = net.exposure;
+ args.saturation = net.saturation;
+ args.hue = net.hue;
+
fprintf(stderr, "%d classes\n", net.outputs);
load_thread = load_data_in_thread(args);
diff --git a/src/utils.c b/src/utils.c
index 41893fc..a6cb421 100644
--- a/src/utils.c
+++ b/src/utils.c
@@ -585,6 +585,13 @@ float rand_uniform(float min, float max)
return ((float)rand()/RAND_MAX * (max - min)) + min;
}
+float rand_scale(float s)
+{
+ float scale = rand_uniform(1, s);
+ if(rand()%2) return scale;
+ return 1./scale;
+}
+
float **one_hot_encode(float *a, int n, int k)
{
int i;
diff --git a/src/utils.h b/src/utils.h
index ae0cba2..3f0233a 100644
--- a/src/utils.h
+++ b/src/utils.h
@@ -42,6 +42,7 @@ float mse_array(float *a, int n);
float rand_normal();
size_t rand_size_t();
float rand_uniform(float min, float max);
+float rand_scale(float s);
int rand_int(int min, int max);
float sum_array(float *a, int n);
float mean_array(float *a, int n);
diff --git a/src/voxel.c b/src/voxel.c
index b41cf77..a047c6a 100644
--- a/src/voxel.c
+++ b/src/voxel.c
@@ -9,37 +9,37 @@
void extract_voxel(char *lfile, char *rfile, char *prefix)
{
+#ifdef OPENCV
int w = 1920;
int h = 1080;
-#ifdef OPENCV
- int shift = 0;
- int count = 0;
- CvCapture *lcap = cvCaptureFromFile(lfile);
- CvCapture *rcap = cvCaptureFromFile(rfile);
- while(1){
- image l = get_image_from_stream(lcap);
- image r = get_image_from_stream(rcap);
- if(!l.w || !r.w) break;
- if(count%100 == 0) {
- shift = best_3d_shift_r(l, r, -l.h/100, l.h/100);
- printf("%d\n", shift);
- }
- image ls = crop_image(l, (l.w - w)/2, (l.h - h)/2, w, h);
- image rs = crop_image(r, 105 + (r.w - w)/2, (r.h - h)/2 + shift, w, h);
- char buff[256];
- sprintf(buff, "%s_%05d_l", prefix, count);
- save_image(ls, buff);
- sprintf(buff, "%s_%05d_r", prefix, count);
- save_image(rs, buff);
- free_image(l);
- free_image(r);
- free_image(ls);
- free_image(rs);
- ++count;
+ int shift = 0;
+ int count = 0;
+ CvCapture *lcap = cvCaptureFromFile(lfile);
+ CvCapture *rcap = cvCaptureFromFile(rfile);
+ while(1){
+ image l = get_image_from_stream(lcap);
+ image r = get_image_from_stream(rcap);
+ if(!l.w || !r.w) break;
+ if(count%100 == 0) {
+ shift = best_3d_shift_r(l, r, -l.h/100, l.h/100);
+ printf("%d\n", shift);
}
+ image ls = crop_image(l, (l.w - w)/2, (l.h - h)/2, w, h);
+ image rs = crop_image(r, 105 + (r.w - w)/2, (r.h - h)/2 + shift, w, h);
+ char buff[256];
+ sprintf(buff, "%s_%05d_l", prefix, count);
+ save_image(ls, buff);
+ sprintf(buff, "%s_%05d_r", prefix, count);
+ save_image(rs, buff);
+ free_image(l);
+ free_image(r);
+ free_image(ls);
+ free_image(rs);
+ ++count;
+ }
#else
-printf("need OpenCV for extraction\n");
+ printf("need OpenCV for extraction\n");
#endif
}
@@ -164,6 +164,6 @@ void run_voxel(int argc, char **argv)
else if(0==strcmp(argv[2], "test")) test_voxel(cfg, weights, filename);
else if(0==strcmp(argv[2], "extract")) extract_voxel(argv[3], argv[4], argv[5]);
/*
- else if(0==strcmp(argv[2], "valid")) validate_voxel(cfg, weights);
- */
+ else if(0==strcmp(argv[2], "valid")) validate_voxel(cfg, weights);
+ */
}
diff --git a/src/yolo.c b/src/yolo.c
index 62455f2..fefa763 100644
--- a/src/yolo.c
+++ b/src/yolo.c
@@ -54,6 +54,11 @@ void train_yolo(char *cfgfile, char *weightfile)
args.d = &buffer;
args.type = REGION_DATA;
+ args.angle = net.angle;
+ args.exposure = net.exposure;
+ args.saturation = net.saturation;
+ args.hue = net.hue;
+
pthread_t load_thread = load_data_in_thread(args);
clock_t time;
//while(i*imgs < N*120){
--
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