A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.
-
Updated
May 27, 2024
A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.
A Supervised VAE Based Gen Model for Human Motion
Evaluating Human Motion Generation Models
[CVPR 2024] Official Implementation of "Seamless Human Motion Composition with Blended Positional Encodings".
Indoor radio based ray-tracing with human blockage.
[CVPRW 2024] Official Implementation of "in2IN: Leveraging individual Information to Generate Human INteractions".
[NeurIPS 2023] InsActor: Instruction-driven Physics-based Characters
Official code of [AAAI2024] Expressive Forecasting of 3D Whole-body Human Motions
Repository using Transfer learning of Yolov8n-pose to obtain key points in pose estimation and time series generation for each video frame
Code for the ECCV'22 paper "Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos".
PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!
Official PyTorch implementation of the paper "TEMOS: Generating diverse human motions from textual descriptions", ECCV 2022 (Oral)
This repository contains two Gazebo plugins for simulation crowd motion: one is the classical Social Force Model and the other is the Headed Social Force Model, where also the orientation of each pedestrian is taken into account.
✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation
[ECCV 2022] SAGA: Stochastic Whole-Body Grasping with Contact
Inverse kinematics with 3D human model SMPL
Human motion trajectory based on the minimum jerk principle and OpenSim model for the human upper limb
[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"
Forecasting Characteristic 3D Poses of Human Actions (CVPR'22) 🏃♂️
GRAB: A Dataset of Whole-Body Human Grasping of Objects
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."