\section{Conclusion}

In addition to including several state-of-the-art algorithms with the ability to run and compare them in operational pipelines, our platform contains multiple features which aid in the rapid integration of new algorithms into the framework.
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Future work will involve the addition of new algorithm types (such as habitat classification and additional object trackers), the integration of new algorithms, adding new types of GUIs to the system, and additional general system improvements. The ability to configure and change algorithm pipelines in a GUI will be a useful addition as well as a useful debugging tool. We also plan on adding a database, along with the ability to ingest a video and perform queries on arbitrary concepts, such as performing a search for all instances of a particular species that a predefined detection model doesn't already exist for. This could be accomplished, for example, by performing iterative query refinement on top of CNN descriptors generated around general object proposals.
