Popular GitHub Repositories for Keypoints

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

Image augmentation for machine learning experiments.

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"

Awesome work on hand pose estimation/tracking

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

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

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

All-in-one Toolbox for Computer Vision Research.

Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Images.

A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.

3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry

Full pipeline for TianChi FashionAI clothes keypoints detection compitetion in TensorFlow

PyTorch implementation of "Super-Realtime Facial Landmark Detection and Shape Fitting by Deep Regression of Shape Model Parameters" predicting facial landmarks with up to 400 FPS

Unofficial PyTorch implementation of "RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving" (ECCV 2020)

Openpose implementation using darknet

Detects the sitting position of a person

This deep learning application can detect Facial Keypoints (15 unique points). They mark important areas of the face - the eyes, corners of the mouth, the nose, etc.

Repository for PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)