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Feature/multiclass clf

Jon Crall requested to merge feature/multiclass_clf into main

This adds the basic support for multiclass training.

This does produce end-to-end results, but it shirks things like visualizing the training batches and computing multiclass metrics, for which there is currently not support.

What it does do it:

  • return a probability of each class for every image given
  • at train time the network is encouraged to predict high probabilities for all true classes, not just a single one.

What needs to be done:

  • The output of the predictor will likely need to be munged to return a Multiclassification object or extend the existing Classification object such that it understands that there can be multiple true / pred values.
Edited by Jon Crall

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