Top 83 human-pose-estimation open source projects

[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing

Human 3.6M 3D human pose dataset fetcher

Code for "Learning Feature Pyramids for Human Pose Estimation" (ICCV 2017)

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

This code implements a demo of the Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources paper by Adrian Bulat and Georgios Tzimiropoulos.

Pytorch version of Realtime Multi-Person Pose Estimation project

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

pytorch implementation of MultiPoseNet (ECCV 2018, Muhammed Kocabas et al.)

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

Sandbox for training deep learning networks

This is a sample DeepStream application to demonstrate a human pose estimation pipeline.

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

🏃‍♀️ A curated list about human motion capture, analysis and synthesis.

Real-time 3D human pose estimation, implemented by tensorflow

PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data"

PyTorch Implementation of Realtime Multi-Person Pose Estimation project.

A collection of awesome resources in Human Pose estimation.

Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)

Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

2D&3D human pose estimation

This is a computer vision algorithm that takes a single RGB image as the input and estimates 3D human poses as the output.

implementation of PersonLab(https://arxiv.org/abs/1803.08225) using TF-slim

This repository implements a demo of the Human pose estimation via Convolutional Part Heatmap Regression paper.

Fast and accurate Human Pose Estimation using ShelfNet with PyTorch

Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)

Human3.6M downloader by Python

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

A PyTorch toolkit for 2D Human Pose Estimation.

Human Pose Estimation Related Publication

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

Keras version of Realtime Multi-Person Pose Estimation project

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

Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

Real-time pose estimation accelerated with NVIDIA TensorRT

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

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

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

OpenPose's Unity Plugin for Unity users

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

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

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

pytorch version of "End-to-end Recovery of Human Shape and Pose"

Training repository for OpenPose

Distribution-Aware Coordinate Representation for Human Pose Estimation

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

Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models

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

Multi-person Human Pose Estimation with HRNet in Pytorch

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

Official TensorFlow implementation of "PoseFix: Model-agnostic General Human Pose Refinement Network", CVPR 2019

The Pytorch implementation for "Semantic Graph Convolutional Networks for 3D Human Pose Regression" (CVPR 2019).

TensorFlow implementation of "Simple Baselines for Human Pose Estimation and Tracking", ECCV 2018

Official pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419

Official Torch7 implementation of "V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map", CVPR 2018

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