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ShuqingZ edited this page Jul 11, 2020
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An add-on for DeepLabCut-assisted behavioral analysis.
We plan to incorporate the main DeepLabCut functions for once the model is trained and deployable. For example, the user would be able to select videos in the GUI for analysis, without having to load the DeepLabCut configurations. The csv output can directly be used for behavioral analyses through the GUI. Manual data validation is possible through a side-by-side comparison of the original video and a graph of the model prediction.
In addition, we hope to add basic group statistics functions, such as ANOVA and t-tests, to further streamline video-based behavioral analysis.