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An open-source toolbox for pose estimation based on PyTorch

An open-source toolbox for pose estimation based on PyTorch

MMPose

MMPose is an open-source toolbox for pose estimation based on PyTorch. It is a part of the OpenMMLab project.

The master branch works with PyTorch 1.3+.

MMPose

Benchmark and Model Zoo

Benchmark with other open source projects are available on benchmark.md.

Results and models are available in the README.md of each method's config directory.
A summary can be found in the model zoo page.

Citation

If you use this tool in your research, please cite this project.

@misc{mmpose,
  author =       {Wang, Can* and Jin, Sheng* and Duan, Haodong and Li, Xuanyi and Li, Zhizhong and Liu, Wentao and Chen, Kai and Qian, Chen and Lin, Dahua},
  title =        {{mmpose}},
  howpublished = {\url{https://github.com/open-mmlab/mmpose}},
  year =         {2020}
}

Can Wang and Sheng Jin are equal contributors.

Acknowledgement

MMPose is an open source project that is contributed by researchers and engineers from various colleges and companies.
We appreciate all the contributors who implement their methods or add new features, as well as users who give valuable feedbacks.
We wish that the toolbox and benchmark could serve the growing research community by providing a flexible toolkit to reimplement existing methods and develop their own new models.

GitHub

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