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Awesome Human Pose Estimation Awesome

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

  • [x] Add basics
  • [ ] Add a SOTA ranking
  • [ ] Add pose good group
  • [x] Human Mesh
  • [x] Pose & Language
  • [x] Popular implementations

License

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


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