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Awesome Human Pose Estimation Awesome

<p align="center"> <img src="1.png" width=700> </p> <p align="center"> <img src="2.png" width=700> </p> <p align="center"> <img src="vis.png" width=700> </p> <p align="center"> <img src="sfv.png" width=700> </p>

A collection of resources on human pose related problem: mainly focus on human pose estimation, and will include mesh representation, flow calculation, (inverse) kinematics, affordance, robotics, or sequence learning.

Why awesome human pose estimation?

This is a collection of papers and resources I curated when learning the ropes in Human Pose estimation. And This is a fork from https://github.com/cbsudux/awesome-human-pose-estimation (thanks for cbsudux) and customized for personal study and sharing. I will be continuously updating this list with the latest papers and resources. If you want some theory on Human Pose Estimation, check out Pose Related_Human_Knowledge

Related Pages:

https://github.com/xinghaochen/awesome-hand-pose-estimation https://github.com/1adrianb/face-alignment

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

Geometry

Group of people

Person generation

3D Human Mesh

Pose And Physics-Robotics

Pose and Language-Speech-Reasoning-Semantics

Pose-and-Action

Video pose

Real-time pose estimation

Hand-Face-landmark

Datasets

2D

3D

Meshes

Benchmarks

2D

3D

Workshops

Blog posts

Popular implementations

PyTorch

TensorFlow

Torch

Others

Todo

License

<a rel="license" href="http://creativecommons.org/licenses/by/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by/4.0/88x31.png" /></a><br />This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</a>.