85 Open source projects that are alternatives of or similar to Human Pose Estimation.pytorch

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

Multi-person Human Pose Estimation with HigherHRNet in Pytorch

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

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

Multi-person Human Pose Estimation with HRNet in Pytorch

OpenPose's Unity Plugin for Unity users

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

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

A collection of awesome resources in Human Pose estimation.

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

ExPose - EXpressive POse and Shape rEgression

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

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

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

Training repository for OpenPose

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

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

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

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

Human Pose Estimation Related Publication

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

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

Realtime Multi-Person Pose Estimation data server. Used as a training and validation data provider in training process.

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

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

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

2D&3D human pose estimation

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

PyTorch implementation of V2V-PoseNet with IntegralPose/PoseFix loss

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

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

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

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

Fast and accurate Human Pose Estimation using ShelfNet with PyTorch

Distribution-Aware Coordinate Representation for Human Pose Estimation

PyTorch Implementation of Realtime Multi-Person Pose Estimation project.

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

Human3.6M downloader by Python

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

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

A PyTorch toolkit for 2D Human Pose Estimation.

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

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

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

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

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper https://arxiv.org/abs/1807.04067

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

Bilevel Online Adaptation for Human Mesh Reconstruction

Keras version of Realtime Multi-Person Pose Estimation project

We developed a method animating a statistical 3D human model for biomechanical analysis to increase accessibility for non-experts, like patients, athletes, or designers.

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

🌌 OpenVTuber-虚拟アイドル共享计划 An application of real-time face and gaze analyzation via deep nerual networks.

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

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

Sandbox for training deep learning networks

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

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