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.
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)
GRAB: A Dataset of Whole-Body Human Grasping of Objects
[CVPR 2024] Official Implementation of "Seamless Human Motion Composition with Blended Positional Encodings".
[NeurIPS 2023] InsActor: Instruction-driven Physics-based Characters
[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"
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) 🏃♂️
[ECCV 2022] SAGA: Stochastic Whole-Body Grasping with Contact
Implementation of Constructing Human Motion Manifold with Sequential Networks in PyTorch
✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation
[CVPRW 2024] Official Implementation of "in2IN: Leveraging individual Information to Generate Human INteractions".
Code for the ECCV'22 paper "Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos".
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!
Official code of [AAAI2024] Expressive Forecasting of 3D Whole-body Human Motions
Inverse kinematics with 3D human model SMPL
Human motion trajectory based on the minimum jerk principle and OpenSim model for the human upper limb
Repository using Transfer learning of Yolov8n-pose to obtain key points in pose estimation and time series generation for each video frame
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