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action-recognition

Here are 238 public repositories matching this topic...

MVIG-SJTU / AlphaPose

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Real-Time and Accurate Multi-Person Pose Estimation&Tracking System

tracking machine-learning computer-vision gpu realtime torch pytorch faster-rcnn human-pose-estimation action-recognition pose-estimation accurate state-of-the-art human-tracking iccv2017 posetracking alphapose human-pose-tracking alpha-pose person-pose-estimation

Updated Jul 23, 2020
Python

gluon-cv

dmlc / gluon-cv

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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

Updated Jul 24, 2020
Python

jinwchoi / awesome-action-recognition

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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

Updated Jun 23, 2020

kenshohara / 3D-ResNets-PyTorch

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3D ResNets for Action Recognition (CVPR 2018)

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

Updated Jun 11, 2020
Python

open-mmlab / mmskeleton

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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

Updated Jul 10, 2020
Python

open-mmlab / mmaction

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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

Updated Jul 23, 2020
Python

yjxiong / temporal-segment-networks

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

action-recognition temporal-segment-networks video-understanding

Updated Dec 11, 2019
Python

yjxiong / tsn-pytorch

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Temporal Segment Networks (TSN) in PyTorch

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

Updated Jun 21, 2019
Python

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

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Video classification tools using 3D ResNet

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

Updated Nov 23, 2018
Python

jeffreyyihuang / two-stream-action-recognition

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

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

Updated Oct 14, 2019
Python

yjxiong / action-detection

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temporal action detection with SSN

action-recognition video-understanding action-detection temporal-activity-localization structured-segment-networks

Updated Jun 21, 2019
Python

HHTseng / video-classification

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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

Updated May 31, 2019
Jupyter Notebook

bryanyzhu / two-stream-pytorch

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PyTorch implementation of two-stream networks for video action recognition

video pytorch action-recognition two-stream

Updated May 25, 2020
Python

yoosan / video-understanding-dataset

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A collection of recent video understanding datasets, under construction!

computer-vision datasets action-recognition video-understanding

Updated Jun 14, 2018

kracwarlock / action-recognition-visual-attention

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Action recognition using soft attention based deep recurrent neural networks

deep-neural-networks video deep-learning paper deep deeplearning attention-mechanism action-recognition soft-attention

Updated Oct 30, 2016
Jupyter Notebook

felixchenfy / Realtime-Action-Recognition

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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

Updated Jan 29, 2020
Python

gurkirt / realtime-action-detection

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This repository host the code for real-time action detection paper

real-time online detection pytorch ssd action-recognition action-detection ucf101

Updated Sep 1, 2019
MATLAB

niais / Awesome-Skeleton-based-Action-Recognition

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Skeleton-based Action Recognition

computer-vision skeleton action-recognition rgb-d skeleton-based-action-recognition

Updated Jul 14, 2020
HTML

rohitgirdhar / AttentionalPoolingAction

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Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

computer-vision tensorflow attention-mechanism action-recognition attention-model nips-2017

Updated May 20, 2018
Python

dukebw / lintel

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A Python module to decode video frames directly, using the FFmpeg C API.

python ffmpeg video-processing action-recognition

Updated Apr 6, 2019
C

coderSkyChen / Action_Recognition_Zoo

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Codes for popular action recognition models, verified on the something-something data set.

pytorch action-recognition

Updated Apr 8, 2019
Python

rohitgirdhar / ActionVLAD

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ActionVLAD for video action classification (CVPR 2017)

deep-learning tensorflow video-processing action-recognition video-understanding

Updated Feb 14, 2019
Python

vt-vl-lab / iCAN

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[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

action-recognition human-object-interaction visual-relationship-detection

Updated Oct 19, 2018
Python

kevin-ssy / Optical-Flow-Guided-Feature

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Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018

deep-learning motion-design action-recognition video-classification ucf101 hmdb51

Updated May 17, 2019
C++

cmhungsteve / TA3N

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[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

video pytorch action-recognition video-classification domain-adaptation cvpr2019 iccv2019 domain-discrepancy video-da-datasets temporal-dynamics

Updated Jun 10, 2020
Python

bryanyzhu / Hidden-Two-Stream

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Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

real-time caffe video cnn optical-flow unsupervised-learning action-recognition ucf101 hmdb51

Updated Dec 20, 2017
C++

chuckcho / video-caffe

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Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

caffe deep-learning activity-recognition action-recognition c3d video-caffe video-reader

Updated Dec 24, 2018
C++

moabitcoin / ig65m-pytorch

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PyTorch 3D video classification models pre-trained on 65 million Instagram videos

machine-learning pytorch action-recognition deeplearnig torchvision

Updated Dec 7, 2019
Python

NVlabs / STEP

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CVPR2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection

amp activity-recognition apex ava action-recognition video-understanding spatio-temporal step action-detection iterative ucf101 activity-detection ava-dataset spatial-temporal video-action ucf101-dataset ucf24 ucf24-dataset video-activity

Updated Oct 19, 2019
Python

axon-research / c3d-keras

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C3D for Keras + TensorFlow

video deep-learning tensorflow keras activity-recognition action-recognition c3d keras-tensorflow

Updated Jul 19, 2017
Python

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