skeleton-based-action-recognition | Topic

Topic: "skeleton-based-action-recognition"

open-mmlab/mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

Language: Python - Size: 91.2 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 2,990 - Forks: 1,042

Walter0807/MotionBERT

[ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"

Language: Python - Size: 55.7 KB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 1,187 - Forks: 148

kennymckormick/pyskl

A toolbox for skeleton-based action recognition.

Language: Python - Size: 2.09 MB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 1,059 - Forks: 196

niais/Awesome-Skeleton-based-Action-Recognition

Skeleton-based Action Recognition

Language: HTML - Size: 219 KB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 679 - Forks: 121

firework8/Awesome-Skeleton-based-Action-Recognition

A curated paper list of awesome skeleton-based action recognition.

Size: 419 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 507 - Forks: 65

huguyuehuhu/HCN-pytorch

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

Language: Python - Size: 355 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 217 - Forks: 58

cagbal/Skeleton-Based-Action-Recognition-Papers-and-Notes

Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD

Size: 109 KB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 151 - Forks: 26

hikvision-research/skelact

Skeleton-based action recognition models in PyTorch, including Two-Stream CNN, HCN, HCN-Baseline, Ta-CNN and Dynamic GCN

Language: Python - Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 150 - Forks: 21

skelemoa/ntu-x

NTU-X, which is an extended version of popular NTU dataset

Language: Python - Size: 981 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 73 - Forks: 12

fabro66/Online-Skeleton-based-Action-Recognition

Online 3D skeleton-based action recognition with a single RGB camera

Language: Python - Size: 23 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 66 - Forks: 15

LinguoLi/CrosSCLR

The Official PyTorch implementation of "3D Human Action Representation Learning via Cross-View Consistency Pursuit" in CVPR 2021

Language: Python - Size: 138 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 58 - Forks: 20

KAIST-VICLab/SkateFormer

[ECCV 2024] Official repository of SkateFormer

Language: Python - Size: 1.09 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 57 - Forks: 6

itskalvik/ST-GCN

Unofficial Tensorflow implementation of the AAAI'18 paper "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

Language: Python - Size: 4.38 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 57 - Forks: 11

MartinXM/GAP

official implementation for Language Supervised Training for Skeleton-based Action Recognition

Language: Python - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 5

firework8/ProtoGCN

[CVPR 2025] PyTorch implementation of "Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition"

Language: Python - Size: 120 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 52 - Forks: 7

fandulu/Keras-for-Co-occurrence-Feature-Learning-from-Skeleton-Data-for-Action-Recognition

Keras implementation for Co-occurrence-Feature-Learning-from-Skeleton-Data-for-Action-Recognition

Language: Jupyter Notebook - Size: 1.88 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 46 - Forks: 16

ZhouYuxuanYX/BlockGCN

This is the official implementation of our CVPR 2024 paper "BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition"

Language: Python - Size: 2.73 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 43 - Forks: 6

ZhouYuxuanYX/Hyperformer

This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."

Language: Python - Size: 1.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 11

Naman-ntc/Action-Recognition

Course Project for CS763 Computer Vision IIT Bombay

Language: Python - Size: 204 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 30 - Forks: 5

adeboissiere/FUSION-human-action-recognition

Human Action Recognition using skeleton and infrared data. State-of-the-art results on NTU RBG+D. Implemented with PyTorch.

Language: Jupyter Notebook - Size: 108 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 6

LukasHedegaard/continual-skeletons

Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"

Language: Python - Size: 1.69 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 26 - Forks: 8

kfzyqin/Angular-Skeleton-Encoding

Sourcecode for the TNNLS 2022 paper: Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition

Language: Python - Size: 912 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 26 - Forks: 6

raphaelmemmesheimer/sl-dml

Signal Level Deep Metric Learning for One-Shot Action Recognition

Language: Python - Size: 648 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 1

skelemoa/psumnet

Official pytorch implementation for PSUMNet for efficient skeleton action recognition

Language: Python - Size: 38.3 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 4

skelemoa/synse-zsl

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'

Language: Jupyter Notebook - Size: 10 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 3

sj-li/PR-GCN

Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition(RA-L with ICRA 2021)

Language: Python - Size: 144 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1

GitHubOfHyl97/SkeAttnCLR

The Official PyTorch implementation of "Part Aware Contrastive Learning for Self-Supervised Action Recognition" in IJCAI 2023

Language: Python - Size: 272 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 2

Kali-Hac/Awesome-Skeleton-Based-Models

A systematic collection of various skeleton-based models (Datasets, Papers, Codes, Leaderboards).

Size: 188 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 1

Necolizer/CHASE

[NeurIPS 2024] CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition

Language: Python - Size: 3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 0

raphaelmemmesheimer/gimme_signals_action_recognition

Multi-Modal action recognition for skeleton sequences, inertial measurements, motion capturing data and Wi-Fi CSI fingerprints.

Language: Python - Size: 521 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

firework8/BRL

PyTorch implementation of "Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition"

Language: Python - Size: 591 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 2

kubabar1/HumanActionRecognition

Implementation of some popular skeleton based Human Action Recognition methods basis on Deep Neural Networks.

Language: Python - Size: 42.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 4

maclong01/STEP-CATFormer

[BMVC 2023 ] Official code for "STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition"

Language: Python - Size: 1.63 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

gdagil/Violence-Detection-in-Surveillance-from-Drones

Violence Detection in Surveillance from Drones

Size: 2.4 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

Zhuysheng/ML-STGNet

Language: Python - Size: 429 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

KAIST-VICLab/TDSM

Official repository of TDSM

Language: Python - Size: 3.91 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

ZhengYaolin/JT-GraphFormer

JT-GraphFormer: Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph

Language: Python - Size: 301 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

Szy-Young/AGANet

Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction (ICPR 2020)

Language: Python - Size: 545 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

eccvanonymous/Ad-HGFormer

[ECCV 2024]Temporary code for "Ad-HGformer: An Adaptive HyperGraph Transformer for Skeletal Action Recognition"

Language: Python - Size: 1.68 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

JeonghyeokDo/SkateFormer

Official repository of SkateFormer

Size: 790 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

kaikaic1998/Unified_Action_Recognition_System

A Unified Action Recognition System that allows the users to fine-tune with only a few videos to suit their unique application.

Language: Python - Size: 491 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

Yutsuro/skeleton-transformer-Pytorch

Pytorch implementation of skeleton transformer module

Language: Python - Size: 9.77 KB - Last synced at: 22 days ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

frangente/MS-STED

Encoder-Decoder with Multiscale Spatio-Temporal Attention for Skeleton-based Action Recognition (PyTorch implementation)

Size: 231 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

itskalvik/2s-AGCN Fork of lshiwjx/2s-AGCN

Unofficial Tensorflow implementation of the CVPR'19 paper "Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition"

Language: Python - Size: 9.8 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0