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Search results for python action recognition

action-recognition x

206 search results found

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.

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.

Videomae ⭐ 864

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

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

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 !!!)

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

Pytorch Coviar ⭐ 386

Compressed Video Action Recognition

Deephar ⭐ 349

Deep human action recognition and pose estimation

Video Dataset Loading Pytorch ⭐ 323

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

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

Real Time Action Recognition ⭐ 270

Real-time pose estimation and action recognition

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

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 }.

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)

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.

Shift Gcn ⭐ 173

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

C3d Keras ⭐ 159

C3D for Keras + TensorFlow

deep learning sex position classifier

MARS: Motion-Augmented RGB Stream for Action Recognition

Video Platform for Action Recognition and Object Detection in Pytorch

Human Action Recognition With Keras ⭐ 145

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

Ig65m Pytorch ⭐ 145

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

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

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

【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

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

Action Recognition Pytorch ⭐ 108

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

I3d_finetune ⭐ 104

TensorFlow code for finetuning I3D model on UCF101.

Listen To Look ⭐ 101

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

[ICCV 2021 Oral] Deep Evidential Action Recognition

Ts Lstm ⭐ 100

Skeleton-based Action Recognition using TS-LSTM model

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

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

Video Action Transformer Network Pytorch ⭐ 92

Implementation of the paper Video Action Transformer Network

Vidvrd Helper ⭐ 91

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

Videotransformer Pytorch ⭐ 90

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Action Recognition ⭐ 90

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

Video_classification_pytorch ⭐ 88

Video Classification based on PyTorch

Wtalc Pytorch ⭐ 87

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

Ehpi_action_recognition ⭐ 86

Simple yet efficient real-time pose based action recognition

Two Stream Action Recognition Keras ⭐ 86

Two-stream CNNs for video action recognition implemented in Keras

Keras Kinetics I3d ⭐ 86

keras implementation of inflated 3d from Quo Vardis paper + weights

A one stop shop for all of your activity recognition needs.

Temporal Binding Network ⭐ 76

Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

[CVPR 2022] An Empirical Study of End-to-end Temporal Action Detection

NTU-X, which is an extended version of popular NTU dataset

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

Video_repres_mas ⭐ 62

code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

Squeeze And Recursion Temporal Gates ⭐ 60

Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Videos".

Gate-Shift Networks for Video Action Recognition - CVPR 2020

Two Stream Cnn ⭐ 58

Two Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D

Two Stream Fusion For Action Recognition In Videos ⭐ 56

Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).

Din Group Activity Recognition Benchmark ⭐ 53

[ICCV 2021] A new codebase containing various methods for Group Activity Recognition. Paper title: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition.

Ra Gcnv1 ⭐ 52

RA-GCN v1 for incomplete skeleton-based action recognition, accepted by ICIP2019

Drnet Py ⭐ 51

3d Action Recognition ⭐ 51

PyTorch implementation of Two-stream CNN for 3D action recognition

Action_recognition_using_visual_attention ⭐ 49

TensorFlow Implementation of "Action Recognition using Visual Attention"

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

Tea Action Recognition ⭐ 49

The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)

Pytorch Stnet ⭐ 48

Pytorch implementation of StNet: Local and Global Spatial-Temporal Modeling for Action Recognition

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Blvnet Tam ⭐ 44

The official Codes for NeurIPS 2019 paper. Quanfu Fan, Ricarhd Chen, Hilde Kuehne, Marco Pistoia, David Cox, "More Is Less: Learning Efficient Video Representations by Temporal Aggregation Modules"

Sparseprop ⭐ 43

Temporal action proposals

3d Cnn Action Recognition ⭐ 41

Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.

I3d_keras ⭐ 41

I3D implemetation in Keras + video preprocessing + visualization of results

3dv Action ⭐ 40

Action Recognition CVPR2020

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Stage_action_detection ⭐ 38

Code of the STAGE module for video action detection

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment

Pytorch Action Recognition ⭐ 37

Action Recognition in Video Sequences using Deep Bi-directional LSTM with CNN Features

Adascan Public ⭐ 37

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

[CVPR2023] Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning (https://arxiv.org/abs/2212.04500)

Tensorflow Vtn ⭐ 35

An implementation of Video Transformer Network (VTN) approach for Action Recognition in TensorFlow.

Auditory Slow Fast ⭐ 35

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

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