99 Open source projects that are alternatives of or similar to Human Pose Estimation

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.

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

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

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

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

ExPose - EXpressive POse and Shape rEgression

This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.

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

ICON: Implicit Clothed humans Obtained from Normals (CVPR 2022)

Official implementation of ACCV 2020 paper "3D Human Motion Estimation via Motion Compression and Refinement" (Identical repo to https://github.com/KlabCMU/MEVA, will be kept in sync)

Multi-person Human Pose Estimation with HRNet in Pytorch

Real-time pose estimation accelerated with NVIDIA TensorRT

2.86% and 15.85% on CIFAR-10 and CIFAR-100

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

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

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

Bilevel Online Adaptation for Human Mesh Reconstruction

Human3.6M downloader by Python

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

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

Multi-person Human Pose Estimation with HigherHRNet in Pytorch

Keras version of Realtime Multi-Person Pose Estimation project

Distribution-Aware Coordinate Representation for Human Pose Estimation

[ICCV '21] In this repository you find the code to our paper "Keypoint Communities".

KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

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

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

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

Human Pose Estimation Related Publication

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

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

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

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

👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

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 language-agnostic interface to TensorBoard

A collection of popular datasets for deep learning.

OpenPose's Unity Plugin for Unity users

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

Fast and accurate Human Pose Estimation using ShelfNet with PyTorch

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

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

Using DenseNet for human pose estimation based on TensorFlow.

Code for ICCV2021 paper PARE: Part Attention Regressor for 3D Human Body Estimation

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

Metric-Scale Truncation-Robust Heatmaps for 3D 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.

Semantic Similarity Measurement of Texts using Convolutional Neural Networks (He et al., EMNLP 2015)

Training repository for OpenPose

This is the proposal network for MultiPerson Pose Estimation.

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

pytorch realtime multi person keypoint estimation

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

3D ResNets for Action Recognition

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

A PyTorch toolkit for 2D Human Pose Estimation.

ATen: A TENsor library for C++11