Popular GitHub Repositories for Human Pose Estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

A collection of awesome resources in Human 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.

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

A PyTorch toolkit for 2D Human Pose Estimation.

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

Real-time pose estimation accelerated with NVIDIA TensorRT

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

Keras version of Realtime Multi-Person Pose Estimation project

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

Multi-person Human Pose Estimation with HRNet in Pytorch

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

Estimate absolute 3D human poses from RGB images.

A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)

"Learning Delicate Local Representations for Multi-Person Pose Estimation" (ECCV 2020 Spotlight) & (COCO 2019 Human Keypoint Detection Challenge Winner) & (COCO 2019 Best Paper Award)

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019