A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.

An aggregation of human motion understanding research.

Official implementations for "Action2Motion: Conditioned Generation of 3D Human Motions (ACM MultiMedia 2020)"

PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!

pytorch implement of this paper: https://arxiv.org/abs/1807.11176

Official Repository for FreeMan dataset

The official repository of the paper "SGA-INTERACT: A 3D Skeleton-based Benchmark for Group Activity Understanding in Modern Basketball Tactic"

Deep Learning for Skeleton Based Human Motion Rehabilitation Assessment: A Benchmark

Evaluating Human Motion Generation Models

A Supervised VAE Based Gen Model for Human Motion

AI-driven Human Motion Classification and Analysis using Laban Movement System

Unsupervised Cross-subject Adaptation for Predicting Human Locomotion Intent

Weighted Average of Human Motion Sequences for Improving Rehabilitation Assessment

Implement UCM analysis for walking motion

🤖 Assess rehabilitation exercises using an enhanced spatio-temporal transformer framework for improved human motion quality evaluation.

This contains code and dataset for the an enhanced spatio-temporal transformer framework for human motion quality assessment. The codes and results are available for our custom dataset and publicly available datasets (KIMORE and UI-PRMD).