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@DeepLabCut

DeepLabCut

DeepLabCut, a software package for animal pose estimation. Created by the A. and M.W. Mathis Labs
README.md

Welcome to the DeepLabCut Organization! 👋

🙋‍♀️ DeepLabCut™ is an efficient method for 2D and 3D markerless pose estimation based on transfer learning with deep neural networks. Our main code repo is here.

👩‍💻 Read our documentation for how to get started and how to use DeepLabCut.

🌈 Contribution guidelines to this project can be found here!

🍿 Find more resources, our papers, and examples on the main website!

🧙 Check out the repos below to find helper code, additional tools, and more!

Pinned

  1. DeepLabCut Public

    Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

    Python 3.5k 1.5k

  2. DeepLabCut-live Public

    SDK for running DeepLabCut on a live video stream

    Python 144 37

  3. DeepLabCut-Workshop-Materials Public

    Workshop material for using DeepLabCut

    Python 121 33

  4. DLCutils Public

    Various scripts to support deeplabcut and what to do afterwards!

    Jupyter Notebook 105 58

  5. DeepLabCut-live-GUI Public

    GUI to run DeepLabCut on live video feed

    Python 40 13

  6. Primer-MotionCapture Public

    A Primer on Motion Capture with Deep Learning:Principles, Pitfalls and Perspectives

    Jupyter Notebook 21 4

Repositories

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Sponsors

@msarvestani
@niels-ilmer
@rejunity
Developer Program Member