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DeepLabCut/DeepLabCut

DeepLabCut is a markerless pose estimation toolkit using deep learning to track user-defined keypoints on animals and humans in videos.

5.7k stars Python Computer VisionData Tooling
DeepLabCut
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DeepLabCut provides a complete workflow for training deep neural networks to estimate poses of animals and humans from video data. The project includes a graphical labeling interface for annotating training data, a model training pipeline using deep learning frameworks, and inference tools for analyzing new videos. Researchers use it to automatically track movement and behavior across a wide range of species without requiring physical markers.

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