Shypd.aiThe largest open index of AI toolsDeepLabCut is an open-source tool for markerless pose estimation using deep learning. It enables precise tracking of user-defined features on animals and humans for various behavioral analyses.
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DeepLabCut is an open-source toolbox designed for state-of-the-art markerless pose estimation across various animals and humans. It leverages deep learning to track user-defined features, making it highly versatile and applicable to a wide range of behaviors and species. The tool provides a user-friendly GUI and API, integrating advanced models and frameworks while offering sensible defaults for life scientists. It supports both single and multi-animal pose estimation, identification, and tracking. DeepLabCut is actively maintained, offering continuous improvements, including faster performance variants, real-time capabilities, and a recent backend migration to PyTorch for enhanced flexibility and easier installation. Comprehensive documentation, online courses, and a model zoo are available to assist users.
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