human-motion

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modenaxe /awesome-biomechanics

Star817

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

science awesome dynamics motion dataset biomechanics awesome-list motion-capture computer-simulation motion-tracking bioengineering gait gait-analysis musculoskeletal-models human-motion human-motion-analysis musculoskeletal-simulations

UpdatedFeb 3, 2025

derikon /awesome-human-motion

Star431

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

awesome research motion awesome-list motion-capture human-pose-estimation motion-analysis motion-synthesis human-motion

UpdatedJan 6, 2020

Mathux /TEMOS

Star392

Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)

text-analysis human-motion motion-generation

UpdatedDec 13, 2023
Python

chengxuxin /expressive-humanoid

Star312

[RSS 2024]: Expressive Whole-Body Control for Humanoid Robots

reinforcement-learning imitation-learning human-motion sim-to-real

UpdatedJul 19, 2024
Python

otaheri /GRAB

Star278

GRAB: A Dataset of Whole-Body Human Grasping of Objects

contact grasping grab motion-tracking grasp human-object-interaction human-motion hand-object-interaction body-object-contact grab-dataset

UpdatedMar 8, 2022
Python

BarqueroGerman /FlowMDM

Star229

[CVPR 2024] Official Implementation of "Seamless Human Motion Composition with Blended Positional Encodings".

generative-model cvpr diffusion human-motion motion-generation cvpr2024 human-motion-composition human-motion-extrapolation

UpdatedMay 22, 2024
Python

jiawei-ren /insactor

Star137

[NeurIPS 2023] InsActor: Instruction-driven Physics-based Characters

character-animation human-motion

UpdatedApr 3, 2024
Python

verlab /Learning2Dance_CAG_2020

Star88

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

computer-vision sound-processing graph-convolutional-networks gcn multimodal-learning motion-analysis motion-animation motion-synthesis human-motion human-motion-analysis graph-adversarial-learning computer-and-graphics

UpdatedJan 28, 2024
Python

Foruck /Awesome-Human-Motion

Star87

An aggregation of human motion understanding research.

motion-control motion-synthesis human-motion human-motion-analysis character-control humanoid-control motion-generation human-motion-synthesis human-motion-generation

UpdatedMar 19, 2025

chrdiller /characteristic3dposes

Star84

Forecasting Characteristic 3D Poses of Human Actions (CVPR'22) 🏃‍♂️

human-pose motion-forecasting human-motion motion-prediction

UpdatedMar 9, 2022
Python

JiahaoPlus /SAGA

Star69

[ECCV 2022] SAGA: Stochastic Whole-Body Grasping with Contact

generative-model vae grasping hand-pose human-pose human-object-interaction motion-synthesis human-motion hand-object-interaction motion-generation

UpdatedMay 26, 2023
Python

pabloruizponce /in2IN

Star48

[CVPRW 2024] Official Implementation of "in2IN: Leveraging individual Information to Generate Human INteractions".

generative-model cvpr diffusion human-interaction human-motion cvpr-workshop motion-generation cvpr2024 motion-composition motion-interaction

UpdatedJul 29, 2024
Python

ispc-lab /NeuralPCI

Star41

✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation

computer-vision deep-learning interpolation nonlinear point-cloud pytorch autonomous-driving 3d cvpr spatio-temporal multi-frame neural-fields human-motion

UpdatedJun 3, 2023
Python

DK-Jang /human_motion_manifold

Star34

Implementation of Constructing Human Motion Manifold with Sequential Networks in PyTorch

pytorch manifold motion-synthesis human-motion sequential-networks

UpdatedApr 30, 2021
Python

Dingpx /EAI

Star34

Official code of [AAAI2024] Expressive Forecasting of 3D Whole-body Human Motions

human-pose human-motion pose-forecasting human-motion-prediction

UpdatedMar 21, 2024
Python

tanqiu98 /2G-GCN

Star30

Code for the ECCV'22 paper "Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos".

computer-vision activity-recognition dataset behavior-analysis human-object-interaction human-motion eccv2022

UpdatedFeb 5, 2024
Python

verlab /ShapeAwareHumanRetargeting_IJCV_2021

Star22

Code and dataset of human retargeting approach to transfer motion and appearance between monocular videos. Check the examples from our dataset with several paired actors and motions!

computer-vision human-pose-estimation ijcv motion-analysis smpl human-motion human-scene-interaction 3d-human smpl-3d-2d retargeting-motion retargeting-animations human-retargeting