action-recognition

There are 66 repositories under action-recognition topic.

gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5756
open-mmlab / mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
action-recognition temporal-action-localization pytorch video-understanding tsn i3d slowfast ava spatial-temporal-action-detection benchmark tsm x3d non-local deep-learning openmmlab posec3d video-classification uniformerv2
Language:Python 3936
kenshohara / 3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
action-recognition computer-vision deep-learning python pytorch video-recognition
Language:Python 3816
jinwchoi / awesome-action-recognition
A curated list of action recognition and related area resources
awesome-list awesome action-recognition action-classification action-detection activity-recognition activity-understanding video-understanding video-recognition video-processing object-recognition pose-estimation
3726
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 2861
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 object-detection iccv2019 iccv2021 iccv2017 image-classification image-recognition image-segmentation action-recognition
2267
open-mmlab / mmaction
An open-source toolbox for action understanding based on PyTorch
action-recognition action-detection video-understanding pytorch temporal-action-detection temporal-action-localization spatial-temporal-action-detection
Language:Python 1850
axinc-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
deep-learning machine-learning face-recognition face-detection object-detection object-recognition hand-detection fashion-ai image-classification pose-estimation image-segmentation object-tracking anomaly-detection action-recognition background-removal audio-processing crowd-counting gan neural-network
Language:Python 1849
yjxiong / temporal-segment-networks
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
temporal-segment-networks action-recognition video-understanding
Language:Python 1513
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.
video-recognition tsm slowfast tsn bmn action-recognition youtube-8m kinetics400 video-understanding activitynet action-detection temporal-action-detection action-localization ava actbert pp-tsm videotag st-gcn t2vlad
Language:Python 1432
MCG-NJU / VideoMAE
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
self-supervised-learning action-recognition video-understanding masked-autoencoder transformer vision-transformer video-transformer mae pytorch video-representation-learning video-analysis neurips-2022
Language:Python 1226
openvinotoolkit / training_extensions
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
openvino computer-vision deep-learning pytorch neural-networks-compression quantization hyper-parameter-optimization image-classification image-segmentation object-detection self-supervised-learning semi-supervised-learning transfer-learning action-recognition anomaly-detection datumaro automl machine-learning incremental-learning
Language:Python 1121
kenshohara / video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet
action-recognition computer-vision computer-vision-tools deep-learning python pytorch video-classification
Language:Python 1083
yjxiong / tsn-pytorch
Temporal Segment Networks (TSN) in PyTorch
action-recognition deep-learning video-understanding pytorch temporal-segment-networks
Language:Python 1057
OpenGVLab / InternVideo
Video Foundation Models & Data for Multimodal Understanding
foundation-models video-understanding vision-transformer action-recognition masked-autoencoder multimodal open-set-recognition spatio-temporal-action-localization temporal-action-localization video-question-answering video-retrieval zero-shot-classification zero-shot-retrieval benchmark contrastive-learning self-supervised instruction-tuning video-data video-dataset video-clip
Language:Python 983
HHTseng / video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
action-recognition video-classification pytorch-tutorial cnn rnn lstm resnet ucf101 transfer-learning
Language:Jupyter Notebook 907
kennymckormick / pyskl
A toolbox for skeleton-based action recognition.
action-recognition deep-learning skeleton-based-action-recognition stgcn posec3d gesture-recognition pytorch
Language:Python 875
jeffreyyihuang / two-stream-action-recognition
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
action-recognition two-stream pytorch ucf101 video action-detection
Language:Python 847
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 !!!)
action-recognition openpose machine-learning time-series
Language:Python 841
niais / Awesome-Skeleton-based-Action-Recognition
Skeleton-based Action Recognition
action-recognition computer-vision rgb-d skeleton skeleton-based-action-recognition
Language:HTML 668
yjxiong / action-detection
temporal action detection with SSN
action-recognition action-detection temporal-activity-localization video-understanding structured-segment-networks
Language:Python 641
nghorbani / amass
Data preparation and loader for AMASS
human motion action-recognition pose-estimation motion-capture
Language:Jupyter Notebook 574
bryanyzhu / two-stream-pytorch
PyTorch implementation of two-stream networks for video action recognition
action-recognition pytorch two-stream video
Language:Python 556
DirtyHarryLYL / HOI-Learning-List
A list of Human-Object Interaction Learning.
action-recognition activity-recognition behavior-analysis human-object-interaction
507
yoosan / video-understanding-dataset
A collection of recent video understanding datasets, under construction!
video-understanding datasets computer-vision action-recognition
447
RaivoKoot / Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
pytorch machine-learning dataloader deep-learning video-dataset action-recognition videos
Language:Python 420
OpenGVLab / VideoMAEv2
[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
cvpr2023 foundation-model self-supervised-learning video-understanding action-detection action-recognition temporal-action-detection
Language:Python 412
kenziyuliu / MS-G3D
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
action-recognition computer-vision deep-learning pretrained-models pytorch skeleton
Language:Python 411
MVIG-SJTU / AlphAction
Spatio-Temporal Action Localization System
action-detection spatio-temporal-action-localization alphaction alpha-action action-recognition state-of-the-art pytorch torch gpu ava demo-video ava-dataset model-zoo
Language:Python 389
MCG-NJU / TDN
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
action-recognition video-understanding video-classification cvpr2021 pytorch temporal-modeling
Language:Python 362
kracwarlock / action-recognition-visual-attention
Action recognition using soft attention based deep recurrent neural networks
deep-learning deep-neural-networks deeplearning action-recognition video paper deep attention-mechanism soft-attention
Language:Jupyter Notebook 352
firework8 / Awesome-Skeleton-based-Action-Recognition
A curated paper list of awesome skeleton-based action recognition.
action-recognition papers skeleton skeleton-based-action-recognition
323
gurkirt / realtime-action-detection
This repository host the code for real-time action detection paper
action-detection action-recognition detection online pytorch real-time ssd ucf101
Language:MATLAB 315
moabitcoin / ig65m-pytorch
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
action-recognition deeplearnig machine-learning pytorch torchvision
Language:Python 265
dukebw / lintel
A Python module to decode video frames directly, using the FFmpeg C API.
python video-processing ffmpeg action-recognition
Language:C 260
vt-vl-lab / iCAN
[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
human-object-interaction visual-relationship-detection action-recognition
Language:Python 258

action-recognition

dmlc / gluon-cv

open-mmlab / mmaction2

kenshohara / 3D-ResNets-PyTorch

jinwchoi / awesome-action-recognition

open-mmlab / mmskeleton

extreme-assistant / ICCV2023-Paper-Code-Interpretation

open-mmlab / mmaction

axinc-ai / ailia-models

yjxiong / temporal-segment-networks

PaddlePaddle / PaddleVideo

MCG-NJU / VideoMAE

openvinotoolkit / training_extensions

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

yjxiong / tsn-pytorch

OpenGVLab / InternVideo

HHTseng / video-classification

kennymckormick / pyskl

jeffreyyihuang / two-stream-action-recognition

felixchenfy / Realtime-Action-Recognition

niais / Awesome-Skeleton-based-Action-Recognition

yjxiong / action-detection

nghorbani / amass

bryanyzhu / two-stream-pytorch

DirtyHarryLYL / HOI-Learning-List

yoosan / video-understanding-dataset

RaivoKoot / Video-Dataset-Loading-Pytorch

OpenGVLab / VideoMAEv2

kenziyuliu / MS-G3D

MVIG-SJTU / AlphAction

MCG-NJU / TDN

kracwarlock / action-recognition-visual-attention

firework8 / Awesome-Skeleton-based-Action-Recognition

gurkirt / realtime-action-detection

moabitcoin / ig65m-pytorch

dukebw / lintel

vt-vl-lab / iCAN