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"

A Supervised VAE Based Gen Model for Human Motion

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

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

Evaluating Human Motion Generation Models

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

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).

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