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378 search results found

Gluon Cv ⭐ 5,422

Gluon CV Toolkit

Mmaction2 ⭐ 3,647

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Awesome Action Recognition ⭐ 3,494

A curated list of action recognition and related area resources

3d Resnets Pytorch ⭐ 2,677

3D ResNets for Action Recognition (CVPR 2018)

Mmskeleton ⭐ 2,604

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

Iccv2023 Paper Code Interpretation ⭐ 2,200

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

Ailia Models ⭐ 1,708

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

Mmaction ⭐ 1,415

An open-source toolbox for action understanding based on PyTorch

Paddlevideo ⭐ 1,355

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.

Temporal Segment Networks ⭐ 1,235

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

Training_extensions ⭐ 1,119

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

Videomae ⭐ 864

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

Two Stream Action Recognition ⭐ 844

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

A toolbox for skeleton-based action recognition.

Tsn Pytorch ⭐ 751

Temporal Segment Networks (TSN) in PyTorch

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Internvideo ⭐ 736

InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)

Awesome Skeleton Based Action Recognition ⭐ 618

Skeleton-based Action Recognition

Action Detection ⭐ 551

temporal action detection with SSN

Realtime Action Recognition ⭐ 502

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 !!!)

Video Classification ⭐ 498

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

Hoi Learning List ⭐ 476

A list of Human-Object Interaction Learning.

2s Agcn ⭐ 451

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

Two Stream Pytorch ⭐ 420

PyTorch implementation of two-stream networks for video action recognition

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

Pytorch Coviar ⭐ 386

Compressed Video Action Recognition

Video Understanding Dataset ⭐ 352

A collection of recent video understanding datasets, under construction!

Deephar ⭐ 349

Deep human action recognition and pose estimation

Action Recognition Visual Attention ⭐ 338

Action recognition using soft attention based deep recurrent neural networks

Video Dataset Loading Pytorch ⭐ 323

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

Alphaction ⭐ 313

Spatio-Temporal Action Localization System

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Real Time Action Recognition ⭐ 270

Real-time pose estimation and action recognition

Realtime Action Detection ⭐ 268

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

Data preparation and loader for AMASS

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

Awesome Skeleton Based Action Recognition ⭐ 247

A curated paper list of awesome skeleton-based action recognition.

Skeleton Based Action Recognition Papers ⭐ 237

The paper list about skeleton-based action recognition.

Attentionalpoolingaction ⭐ 228

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

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

Transferable Interactiveness Network ⭐ 219

Code for Transferable Interactiveness Knowledge for Human-Object Interaction Detection. (CVPR'19, TPAMI'21)

The model architecture of AS-GCN (for human action recognition)

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

Hcn Pytorch ⭐ 206

A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation }.

Hake Action Torch ⭐ 205

HAKE-Action in PyTorch

Action_recognition_zoo ⭐ 202

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

Actionvlad ⭐ 201

ActionVLAD for video action classification (CVPR 2017)

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)

Representation Flow Cvpr19 ⭐ 186

Code and models for our CVPR'19 paper "Representation Flow for Action Recognition"

Cvpr 2023 Papers ⭐ 185

CVPR 2023 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. A star in the development of visual intelligence!

Tadaconv ⭐ 177

[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.

Optical Flow Guided Feature ⭐ 177

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

Movienet Tools ⭐ 174

Tools for movie and video research

Video Caffe ⭐ 173

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

Shift Gcn ⭐ 173

The implementation for "Skeleton-Based Action Recognition with Shift Graph Convolutional Network" (CVPR2020 oral).

Charades Algorithms ⭐ 171

Activity Recognition Algorithms for the Charades Dataset

Hidden Two Stream ⭐ 168

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

[CVPR 2020] Temporal Pyramid Network for Action Recognition

C3d Keras ⭐ 159

C3D for Keras + TensorFlow

Uav Human ⭐ 155

[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

St Resnet ⭐ 153

Code release for "Spatiotemporal Residual Networks for Video Action Recognition", NIPS16 & "Spatiotemporal Multiplier Networks for Video Action Recognition", CVPR17.

Dynamic Image Nets ⭐ 153

Dynamic Image Networks for Action Recognition

deep learning sex position classifier

Text4vis ⭐ 149

【AAAI'2023 & IJCV】Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective

MARS: Motion-Augmented RGB Stream for Action Recognition

Video Platform for Action Recognition and Object Detection in Pytorch

Ig65m Pytorch ⭐ 145

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

Human Action Recognition With Keras ⭐ 145

Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)

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

A lightweight network for body/hand action recognition

Untrimmednet ⭐ 139

Weakly Supervised Action Recognition and Detection

Something_else ⭐ 137

Code repository for the paper: 'Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks'

Hand_pose_action ⭐ 136

Dataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.

Videomaev2 ⭐ 134

[CVPR 2023] VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

Timeception ⭐ 130

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset

Awesome Activity Prediction ⭐ 127

Paper list of activity prediction and related area

【CVPR'2023】Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models

Volleyvision ⭐ 122

Applying Deep Learning Approaches to Volleyball Data

Epic Kitchens 55 Annotations ⭐ 121

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

View Adaptive Neural Networks For Skeleton Based Human Action Recognition ⭐ 115

View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition

3d Densenet ⭐ 113

3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

Actionrecognition ⭐ 109

Explore Action Recognition

[TIP 2022] End-to-end Temporal Action Detection with Transformer

Transvae ⭐ 108

[NeurIPS'23] Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective

Action Recognition Pytorch ⭐ 108

This is the pytorch implementation of some representative action recognition approaches including I3D, S3D, TSN and TAM.

Skeleton Based Action Recognition Papers And Notes ⭐ 105

Skeleton-based Action Recognition Papers and Small Notes and Top 2 Leaderboard for NTU-RGBD

I3d_finetune ⭐ 104

TensorFlow code for finetuning I3D model on UCF101.

Predict Cluster ⭐ 102

Repository for PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

Listen To Look ⭐ 101

Listen to Look: Action Recognition by Previewing Audio (CVPR 2020)

Ts Lstm ⭐ 100

Skeleton-based Action Recognition using TS-LSTM model

[ICCV 2021 Oral] Deep Evidential Action Recognition

Trajectory-pooled Deep-Convolutional Descriptors

C3d Keras ⭐ 97

train C3D with keras for action recognition

Modelfeast ⭐ 96

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

Source code for "Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching", AAAI2020

Hake Action ⭐ 94

As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).

Video Action Transformer Network Pytorch ⭐ 92

Implementation of the paper Video Action Transformer Network

Zero Shot Action Recognition With Two Stream Gcn ⭐ 92

I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs

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Python Action Recognition (337)

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