There are 31 repositories under skeleton-based-action-recognition topic.
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
A toolbox for skeleton-based action recognition.
[ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"
Skeleton-based Action Recognition
A curated paper list of awesome skeleton-based action recognition.
A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.
Skeleton-based action recognition models in PyTorch, including Two-Stream CNN, HCN, HCN-Baseline, Ta-CNN and Dynamic GCN
Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD
Online 3D skeleton-based action recognition with a single RGB camera
This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."
Keras implementation for Co-occurrence-Feature-Learning-from-Skeleton-Data-for-Action-Recognition
Human Action Recognition using skeleton and infrared data. State-of-the-art results on NTU RBG+D. Implemented with PyTorch.
Course Project for CS763 Computer Vision IIT Bombay
A systematic collection of various skeleton-based models (Datasets, Papers, Codes, Leaderboards).
Sourcecode for the TNNLS 2022 paper: Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition
Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"
Signal Level Deep Metric Learning for One-Shot Action Recognition
The Official PyTorch implementation of "Part Aware Contrastive Learning for Self-Supervised Action Recognition" in IJCAI 2023
Multi-Modal action recognition for skeleton sequences, inertial measurements, motion capturing data and Wi-Fi CSI fingerprints.
Implementation of some popular skeleton based Human Action Recognition methods basis on Deep Neural Networks.
Violence Detection in Surveillance from Drones
The tensorflow implementation of Temporal Transformer Module (TTM).
[BMVC 2023] Official code for "STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition"
JT-GraphFormer: Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph
A Unified Action Recognition System that allows the users to fine-tune with only a few videos to suit their unique application.