action-recognition

There are 48 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 5194
kenshohara / 3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
action-recognition computer-vision deep-learning python pytorch video-recognition
Language:Python 3316
jinwchoi / awesome-action-recognition
A curated list of action recognition and related area resources
action-classification action-detection action-recognition activity-recognition activity-understanding awesome awesome-list object-recognition pose-estimation video-processing video-recognition video-understanding
3300
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 2492
open-mmlab / mmaction2
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
action-recognition ava benchmark deep-learning i3d non-local openmmlab posec3d pytorch slowfast spatial-temporal-action-detection temporal-action-localization tsm tsn video-classification video-understanding x3d
Language:Python 2032
extreme-assistant / ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
action-recognition computer-vision deep-learning iccv2017 iccv2019 iccv2021 image-classification image-recognition image-segmentation machine-learning object-detection
1980
open-mmlab / mmaction
An open-source toolbox for action understanding based on PyTorch
action-detection action-recognition pytorch spatial-temporal-action-detection temporal-action-detection temporal-action-localization video-understanding
Language:Python 1780
yjxiong / temporal-segment-networks
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
action-recognition temporal-segment-networks video-understanding
Language:Python 1402
yjxiong / tsn-pytorch
Temporal Segment Networks (TSN) in PyTorch
action-recognition deep-learning pytorch temporal-segment-networks video-understanding
Language:Python 989
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 976
PaddlePaddle / PaddleVideo
基于模块化的设计，提供丰富的视频算法实现、产业级的视频算法优化与应用，包括安防、体育、互联网、媒体等行业的动作定位与识别、行为分析、智能封面、视频标注、视频打标签等，涵盖动作识别与视频分类、动作定位、动作检测、多模态文本视频检索等技术。
actbert action-detection action-localization action-recognition activitynet ava bmn kinetics400 pp-tsm slowfast st-gcn t2vlad temporal-action-detection tsm tsn video-recognition video-understanding videotag youtube-8m
Language:Python 823
jeffreyyihuang / two-stream-action-recognition
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
action-detection action-recognition pytorch two-stream ucf101 video
Language:Python 772
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 738
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 665
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 machine-learning openpose time-series
Language:Python 629
yjxiong / action-detection
temporal action detection with SSN
action-recognition action-detection temporal-activity-localization video-understanding structured-segment-networks
Language:Python 617
niais / Awesome-Skeleton-based-Action-Recognition
Skeleton-based Action Recognition
computer-vision action-recognition skeleton-based-action-recognition rgb-d skeleton
Language:HTML 536
bryanyzhu / two-stream-pytorch
PyTorch implementation of two-stream networks for video action recognition
action-recognition pytorch two-stream video
Language:Python 482
yoosan / video-understanding-dataset
A collection of recent video understanding datasets, under construction!
action-recognition computer-vision datasets video-understanding
419
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 355
kenziyuliu / MS-G3D
[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"
action-recognition pretrained-models deep-learning computer-vision skeleton pytorch
Language:Python 339
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 313
nghorbani / amass
Data preparation and loader for AMASS
action-recognition human motion motion-capture pose-estimation
Language:Jupyter Notebook 313
MCG-NJU / VideoMAE
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
action-recognition mae masked-autoencoder self-supervised-learning transformer video-transformer video-understanding vision-transformer
Language:Python 305
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 287
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 275
DirtyHarryLYL / HOI-Learning-List
A list of Human-Object Interaction Learning.
action-recognition activity-recognition behavior-analysis human-object-interaction
273
RaivoKoot / Video-Dataset-Loading-Pytorch
Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
action-recognition dataloader deep-learning machine-learning pytorch video-dataset videos
Language:Python 262
dukebw / lintel
A Python module to decode video frames directly, using the FFmpeg C API.
action-recognition ffmpeg python video-processing
Language:C 254
moabitcoin / ig65m-pytorch
PyTorch 3D video classification models pre-trained on 65 million Instagram videos
machine-learning action-recognition pytorch torchvision deeplearnig
Language:Python 253
rohitgirdhar / AttentionalPoolingAction
Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
nips-2017 action-recognition tensorflow computer-vision attention-mechanism attention-model
Language:Python 252
vt-vl-lab / iCAN
[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
action-recognition human-object-interaction visual-relationship-detection
Language:Python 244
coderSkyChen / Action_Recognition_Zoo
Codes for popular action recognition models, verified on the something-something data set.
action-recognition pytorch
Language:Python 240
cmhungsteve / TA3N
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
domain-adaptation pytorch cvpr2019 iccv2019 domain-discrepancy video-da-datasets action-recognition temporal-dynamics video-classification video
Language:Python 236
NVlabs / STEP
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
action-detection spatial-temporal spatio-temporal video-action action-recognition ava ava-dataset ucf101 ucf101-dataset amp apex step iterative ucf24 ucf24-dataset video-understanding activity-recognition activity-detection video-activity
Language:Python 229
rohitgirdhar / ActionVLAD
ActionVLAD for video action classification (CVPR 2017)
action-recognition deep-learning tensorflow video-processing video-understanding
Language:Python 213

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