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

• Introduction
• Human Models
• Datasets
• Data Processing
• Pose Estimation
• Motion Analysis
• Motion Synthesis
• Researchers, Institutes, Projects
• Commercial Projects
• Journals
• Conferences
• Videos

• Human Pose and Motion - A gentle introduction.

• SMPL - SMPL is a realistic 3D model of the human body that is based on skinning and blend shapes and is learned from thousands of 3D body scans.
• MakeHuman - MakeHuman is an open source (AGPL3) tool designed to simplify the creation of virtual humans using a Graphical User Interface, also commonly referred to as a GUI.

• Human 3.6M - Large Scale Datasets and Predictive Methodsfor 3D Human Sensing in Natural Environments
• SURREAL - Learning from Synthetic Humans, CVPR 2017
• CMU - Carnegie Mellon University Motion Capture Database
• Berkley MHAD - [📷🎥🎤🤾‍♀️⌚️🤹‍♀️][👨‍🦰👩][👧👵] - The Berkeley Multimodal Human Action Database (MHAD) contains 11 actions performed by 7 male and 5 female subjects in the range 23-30 years of age except for one elderly subject.
• COCO - [📷][👨‍🦰👩][👧👵] - COCO is a large-scale object detection, segmentation, and captioning dataset.
• HDM05 - HDM05 contains more than three hours of systematically recorded and well-documented motion capture data in the C3D as well as in the ASF/AMC data format.
• KIT Whole-Body Human Motion Database
• CGVU Interaction Database - This is the project page for creating a database of interactions between a character and an object/objects.

• Sensors and Data Types - 📷(image), 🎥(video), 🎤(audio), 🤾‍♀️(Motion Capture), ⌚️(IMU or wearables), 🤹‍♀️(Kinect or similar)
• Sex - 👨‍🦰(male), 👩(female)
• Age - 👧(young), 👵(eldery)

• Unity Humanoid Mocap CSV - Use .csv files to record, play and evaluate motion capture data.
• KinectMotionCapture - A simple software for capturing human body movements using the Kinect camera.

• video to bvh - Convert human motion from video to .bvh.
• MotionCapturePy - Converts motion capture data from ASF and AMC files to Cartesian numpy arrays in python. Also plots a moving human frame using matplotlib.

• Motion Annotation Tool - Crowd-sourced Annotation of Human Motion.

• Human Pose Estimation 101 - Basics of 2D and 3D Human Pose Estimation.
• Object Keypoint Similarity - This page describes the keypoint evaluation metrics used by COCO.

• Papers with Code - A collection of papers addressing several tasks of pose estimation with code available.
• Human Pose Estimation Papers - A collection of papers addressing 2D and 3D human pose estimation.

• 3Dpose_ssl - 3D Human Pose Machines with Self-supervised Learning.
• 3dpose_gan - The authors' implementation of Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations.
• 3d_pose_baseline_pytorch - A simple baseline for 3d human pose estimation in PyTorch.
• 3d-pose-estimation - VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera.
• 3D-HourGlass-Network - 3D HourGlass Networks for Human Pose Estimation Through Videos.
• adversarially_parameterized_optimization - GAN-based 3D human pose estimation.
• DensePose - A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
• VideoPose3D - Efficient 3D human pose estimation in video using 2D keypoint trajectorie.
• 3d-pose-baseline - A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.
• Human Shape and Pose - End-to-end Recovery of Human Shape and Pose - CVPR 2018
• AlphaPose - Real-Time and Accurate Multi-Person Pose Estimation&Tracking System.

• GaitAnalysisToolKit - Tools for the Cleveland State Human Motion and Control Lab.
• motion classification - The code written during my Bachelor T