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Awesome Human Pose Estimation Awesome

A collection of resources on Human Pose Estimation.

Why awesome human pose estimation?

This is a collection of papers and resources I curated when learning the ropes in Human Pose estimation. I will be continuously updating this list with the latest papers and resources. If you want to learn the basics of Human Pose Estimation and understand how the field has evolved, check out these articles I published on 2D Pose Estimation and 3D Pose Estimation

Contributing

If you think I have missed out on something (or) have any suggestions (papers, implementations and other resources), feel free to pull a request

Feedback and contributions are welcome!

Table of Contents

Basics

Papers

2D Pose estimation

3D Pose estimation

Person generation

Real-time pose estimation

Datasets

2D

3D

Workshops

Blog posts

Popular implementations

PyTorch

TensorFlow

Torch

Others

Todo

  • Add basics
  • Add papers on Person Re-Identification
  • Add papers on Multi Person Pose estimation
  • Add a SOTA ranking

License

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

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A collection of awesome resources in Human Pose estimation.

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