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action-recognition

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gluon-cv

dmlc /gluon-cv

Gluon CV Toolkit

machine-learning computer-vision deep-learning neural-network mxnet gan image-classification object-detection gluon semantic-segmentation action-recognition pose-estimation person-reid

UpdatedNov 25, 2024
Python

open-mmlab /mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

benchmark deep-learning pytorch ava x3d action-recognition video-understanding video-classification tsm non-local i3d tsn slowfast temporal-action-localization spatial-temporal-action-detection openmmlab posec3d uniformerv2

UpdatedAug 14, 2024
Python

kenshohara /3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

python computer-vision deep-learning pytorch action-recognition video-recognition

UpdatedJan 20, 2021
Python

jinwchoi /awesome-action-recognition

A curated list of action recognition and related area resources

awesome activity-recognition video-processing awesome-list object-recognition action-recognition video-understanding activity-understanding pose-estimation action-detection video-recognition action-classification

UpdatedMay 13, 2023

open-mmlab /mmskeleton

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

deep-learning pytorch action-recognition graph-convolutional-network skeleton-based-action-recognition

UpdatedNov 25, 2022
Python

extreme-assistant /ICCV2023-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

machine-learning computer-vision deep-learning image-classification image-recognition object-detection image-segmentation action-recognition iccv2017 iccv2019 iccv2021

UpdatedSep 19, 2023

axinc-ai /ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

deep-learning neural-network embeddings gan image-classification face-recognition face-detection object-detection image-segmentation object-tracking object-recognition action-recognition audio-processing pose-estimation anomaly-detection crowd-counting hand-detection fashion-ai background-removal llm

UpdatedApr 30, 2025
Python

open-mmlab /mmaction

An open-source toolbox for action understanding based on PyTorch

pytorch action-recognition video-understanding action-detection temporal-action-detection temporal-action-localization spatial-temporal-action-detection

UpdatedApr 8, 2022
Python

OpenGVLab /InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

benchmark action-recognition video-understanding video-data self-supervised multimodal video-dataset open-set-recognition video-retrieval video-question-answering masked-autoencoder temporal-action-localization contrastive-learning spatio-temporal-action-localization zero-shot-retrieval video-clip vision-transformer zero-shot-classification foundation-models instruction-tuning

UpdatedApr 25, 2025
Python

PaddlePaddle /PaddleVideo

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.

ava youtube-8m action-recognition video-understanding action-detection tsm video-recognition activitynet tsn bmn action-localization temporal-action-detection slowfast st-gcn kinetics400 actbert pp-tsm videotag t2vlad

UpdatedFeb 12, 2025
Python

yjxiong /temporal-segment-networks

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

action-recognition temporal-segment-networks video-understanding

UpdatedOct 27, 2020
Python

MCG-NJU /VideoMAE

[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

pytorch transformer action-recognition video-understanding mae video-analysis video-representation-learning self-supervised-learning masked-autoencoder vision-transformer video-transformer neurips-2022

UpdatedDec 8, 2023
Python

open-edge-platform /training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

machine-learning computer-vision deep-learning pytorch semi-supervised-learning image-classification object-detection transfer-learning image-segmentation quantization action-recognition automl incremental-learning anomaly-detection hyper-parameter-optimization self-supervised-learning openvino neural-networks-compression datumaro

UpdatedMay 1, 2025
Python

kenshohara /video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet

python computer-vision deep-learning pytorch action-recognition video-classification computer-vision-tools

UpdatedNov 23, 2018
Python

kennymckormick /pyskl

A toolbox for skeleton-based action recognition.

deep-learning pytorch action-recognition gesture-recognition skeleton-based-action-recognition stgcn posec3d

UpdatedMar 17, 2025
Python

yjxiong /tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

deep-learning pytorch action-recognition temporal-segment-networks video-understanding

UpdatedJun 21, 2019
Python

HHTseng /video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

cnn lstm rnn resnet transfer-learning action-recognition video-classification pytorch-tutorial ucf101

UpdatedDec 7, 2020
Jupyter Notebook

felixchenfy /Realtime-Action-Recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

machine-learning time-series action-recognition openpose

UpdatedJul 3, 2021
Python

jeffreyyihuang /two-stream-action-recognition

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

video pytorch action-recognition action-detection ucf101 two-stream

UpdatedOct 14, 2019
Python

nghorbani /amass

Data preparation and loader for AMASS

motion human motion-capture action-recognition pose-estimation

UpdatedJul 25, 2024
Jupyter Notebook

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