A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.
-
Updated
Feb 8, 2024
A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.
🏃♀️ A curated list about human motion capture, analysis and synthesis.
GRAB: A Dataset of Whole-Body Human Grasping of Objects
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)
PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!
Forecasting Characteristic 3D Poses of Human Actions (CVPR'22) 🏃♂️
[NeurIPS 2023] InsActor: Instruction-driven Physics-based Characters
[CVPR 2024] Official Implementation of "Seamless Human Motion Composition with Blended Positional Encodings".
[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"
Code for the ECCV'22 paper "Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos".
Implementation of Constructing Human Motion Manifold with Sequential Networks in PyTorch
[ECCV 2022] SAGA: Stochastic Whole-Body Grasping with Contact
✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation
Inverse kinematics with 3D human model SMPL
Repository using Transfer learning of Yolov8n-pose to obtain key points in pose estimation and time series generation for each video frame
Official code of [AAAI2024] Expressive Forecasting of 3D Whole-body Human Motions
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!
Indoor radio based ray-tracing with human blockage.
[CVPRW 2024] Official Implementation of "in2IN: Leveraging individual Information to Generate Human INteractions".
Add a description, image, and links to the human-motion topic page so that developers can more easily learn about it.
To associate your repository with the human-motion topic, visit your repo's landing page and select "manage topics."