skeleton-based-action-recognition

There are 32 repositories under skeleton-based-action-recognition topic.

open-mmlab / mmskeleton
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
action-recognition deep-learning graph-convolutional-network pytorch skeleton-based-action-recognition
Language:Python 2865
Walter0807 / MotionBERT
[ICCV 2023] PyTorch Implementation of "MotionBERT: A Unified Perspective on Learning Human Motion Representations"
3d-pose-estimation iccv2023 mesh-recovery skeleton-based-action-recognition
Language:Python 882
kennymckormick / pyskl
A toolbox for skeleton-based action recognition.
action-recognition deep-learning skeleton-based-action-recognition stgcn posec3d gesture-recognition pytorch
Language:Python 879
niais / Awesome-Skeleton-based-Action-Recognition
Skeleton-based Action Recognition
action-recognition computer-vision rgb-d skeleton skeleton-based-action-recognition
Language:HTML 668
firework8 / Awesome-Skeleton-based-Action-Recognition
A curated paper list of awesome skeleton-based action recognition.
action-recognition papers skeleton skeleton-based-action-recognition
324
huguyuehuhu / HCN-pytorch
A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.
pytorch-implmention hcn skeleton-based-action-recognition nturgb-d
Language:Python 218
hikvision-research / skelact
Skeleton-based action recognition models in PyTorch, including Two-Stream CNN, HCN, HCN-Baseline, Ta-CNN and Dynamic GCN
action-recognition pytorch skeleton-based-action-recognition
Language:Python 155
cagbal / Skeleton-Based-Action-Recognition-Papers-and-Notes
Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD
action-recognition ntu-rgbd papers skeleton-based-action-recognition paper-link paper-list
148
fabro66 / Online-Skeleton-based-Action-Recognition
Online 3D skeleton-based action recognition with a single RGB camera
3d-skeleton online rgb-camera skeleton-based-action-recognition
Language:Python 87
MartinXM / GAP
official implementation for Language Supervised Training for Skeleton-based Action Recognition
graph-neural-networks skeleton-based-action-recognition
Language:Python 86
skelemoa / ntu-x
NTU-X, which is an extended version of popular NTU dataset
action-recognition skeleton-based-action-recognition computer-vision
Language:Python 76
ZhouYuxuanYX / Hyperformer
This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."
graph-modeling hypergraph-neural-networks skeleton-based-action-recognition transformer-models
Language:Python 64
itskalvik / ST-GCN
Unofficial Tensorflow implementation of the AAAI'18 paper "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"
skeleton-based-action-recognition tensorflow ntu-rgbd graph-convolutional-networks
Language:Python 63
LinguoLi / CrosSCLR
The Official PyTorch implementation of "3D Human Action Representation Learning via Cross-View Consistency Pursuit" in CVPR 2021
representation-learning unsupervised-learning rgb-d skeleton-based-action-recognition multi-view 3d-human-action
Language:Python 61
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
3d-pose action-recognition skeleton-based-action-recognition
Language:Jupyter Notebook 46
FUSION-human-action-recognition
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.
action-recognition computer-vision fusion-model infrared ntu-rgbd paper skeleton-based-action-recognition state-of-the-art
Language:Jupyter Notebook 34
Naman-ntc / Action-Recognition
Course Project for CS763 Computer Vision IIT Bombay
action-recognition convolutional-networks deep-learning lstm ntu-rgbd skeleton-based-action-recognition
Language:Python 31
skelemoa / synse-zsl
Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'
zero-shot-learning generalized-zero-shot-learning action-recognition pose skeleton-based-action-recognition pytorch icip2021 pose-skeleton computer-vision vision-and-language
Language:Jupyter Notebook 29
Kali-Hac / Awesome-Skeleton-Based-Models
A systematic collection of various skeleton-based models (Datasets, Papers, Codes, Leaderboards).
action-recognition 3d-pose-estimation person-reid skeleton-based-action-recognition skeleton-based-person-reid skeleton-models
28
ZhouYuxuanYX / BlockGCN
This is the official implementation of our CVPR 2024 paper "BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition"
cvpr2024 gcn skeleton-based-action-recognition
Language:Python 27
dagouchin / Angular-Skeleton-Encoding
Sourcecode for the TNNLS 2022 paper: Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition
action-recognition skeleton-based-action-recognition
Language:Python 26
skelemoa / psumnet
Official pytorch implementation for PSUMNet for efficient skeleton action recognition
action-recognition efficient-neural-networks pytorch skeleton-based-action-recognition ntu-rgbd shrec3d
Language:Python 26
niais / mv-ignet
The Official PyTorch implementation of "Learning Multi-View Interactional Skeleton Graph for Action Recognition" in TPAMI 2020
skeleton action-recognition skeleton-based-action-recognition multi-view rgb-d
Language:Python 25
maxstrobel / HCN-PrototypeLoss-PyTorch
Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
pytorch pytorch-implementation action-recognition nturgb-d hcn prototype-loss tensorboard few-shot-learning one-shot-learning hierarchical-co-occurrence-network meta-learning skeleton-based-action-recognition 3d-pose metric-learning few-shot
Language:Python 23
LukasHedegaard / continual-skeletons
Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"
continual-inference convolutional-neural-networks deep-learning graph-neural-networks machine-learning online-inference skeleton-based-action-recognition
Language:Python 21
sl-dml
raphaelmemmesheimer / sl-dml
Signal Level Deep Metric Learning for One-Shot Action Recognition
action-recognition computer-vision few-shot-learning one-shot-learning sensor-data-fusion sensor-fusion skeleton-based-action-recognition
Language:Python 21
sj-li / PR-GCN
Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition(RA-L with ICRA 2021)
skeleton-based-action-recognition graph-convolution
Language:Python 16
KAIST-VICLab / SkateFormer
Official repository of SkateFormer
skeleton-based-action-recognition skeleton-based-interaction-recognition
15
GitHubOfHyl97 / SkeAttnCLR
The Official PyTorch implementation of "Part Aware Contrastive Learning for Self-Supervised Action Recognition" in IJCAI 2023
contrastive-learning self-supervised-learning skeleton-based-action-recognition part-aware representation-learning unsupervised-learning
Language:Python 13
gimme_signals_action_recognition
raphaelmemmesheimer / gimme_signals_action_recognition
Multi-Modal action recognition for skeleton sequences, inertial measurements, motion capturing data and Wi-Fi CSI fingerprints.
action-recognition computer-vision multi-modal-learning sensor-fusion skeleton-based-action-recognition
Language:Python 12
kubabar1 / HumanActionRecognition
Implementation of some popular skeleton based Human Action Recognition methods basis on Deep Neural Networks.
human-activity-recognition human-action-recognition skeleton-based-action-recognition human-pose-estimation pytorch
Language:Python 7
gdagil / Violence-Detection-in-Surveillance-from-Drones
Violence Detection in Surveillance from Drones
drones action-recognition deep-learning posec3d pytorch skeleton-based-action-recognition
6
LiChenyang-Github / Temporal-Transformer-Module
The tensorflow implementation of Temporal Transformer Module (TTM).
aaai2019 computer-vision python skeleton-based-action-recognition tensorflow skeleton-based-gesture-recognition
Language:Python 6
maclong01 / STEP-CATFormer
[BMVC 2023] Official code for "STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition"
deep-learning graph-neural-networks pytorch skeleton-based-action-recognition attention bmvc2023 computer-vision temporal-attention transformer
Language:Python 6
ZhengYaolin / JT-GraphFormer
JT-GraphFormer: Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph
deep-learning skeleton-based-action-recognition
Language:Python 5
Zhuysheng / ML-STGNet
skeleton-based-action-recognition
Language:Python 5

skeleton-based-action-recognition

open-mmlab / mmskeleton

Walter0807 / MotionBERT

kennymckormick / pyskl

niais / Awesome-Skeleton-based-Action-Recognition

firework8 / Awesome-Skeleton-based-Action-Recognition

huguyuehuhu / HCN-pytorch

hikvision-research / skelact

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

fabro66 / Online-Skeleton-based-Action-Recognition

MartinXM / GAP

skelemoa / ntu-x

ZhouYuxuanYX / Hyperformer

itskalvik / ST-GCN

LinguoLi / CrosSCLR

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

adeboissiere / FUSION-human-action-recognition

Naman-ntc / Action-Recognition

skelemoa / synse-zsl

Kali-Hac / Awesome-Skeleton-Based-Models

ZhouYuxuanYX / BlockGCN

dagouchin / Angular-Skeleton-Encoding

skelemoa / psumnet

niais / mv-ignet

maxstrobel / HCN-PrototypeLoss-PyTorch

LukasHedegaard / continual-skeletons

raphaelmemmesheimer / sl-dml

sj-li / PR-GCN

KAIST-VICLab / SkateFormer

GitHubOfHyl97 / SkeAttnCLR

raphaelmemmesheimer / gimme_signals_action_recognition

kubabar1 / HumanActionRecognition

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

LiChenyang-Github / Temporal-Transformer-Module

maclong01 / STEP-CATFormer

ZhengYaolin / JT-GraphFormer

Zhuysheng / ML-STGNet