Popular GitHub Repositories for Pose Estimation

OpenMMLab Pose Estimation Toolbox and Benchmark.

Gluon CV Toolkit

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

A curated list of action recognition and related area resources

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

A collection of awesome resources in Human Pose estimation.

"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)

pytorch implementation of openpose including Hand and Body Pose Estimation.

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

Library for Fast and Flexible Human Pose Estimation

Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

Human Pose estimation with TensorFlow framework

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

A PyTorch toolkit for 2D Human Pose Estimation.

:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

:dancer: Real-time single person pose estimation for Android and iOS.