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60 search results found

Mmaction2 ⭐ 3,647

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Uniformer ⭐ 749

[ICLR2022] official implementation of UniFormer

Video Classification 3d Cnn Pytorch ⭐ 749

Video classification tools using 3D ResNet

Awsome Deep Learning For Video Analysis ⭐ 507

Papers, code and datasets about deep learning and multi-modal learning for video analysis

Video Classification ⭐ 498

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

Timesformer Pytorch ⭐ 483

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

Internvl ⭐ 364

InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks —— An Open-Source Alternative to ViT-22B

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

Video Classification 2 Stream Cnn ⭐ 293

Video Classification using 2 stream CNN

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

Kili Python Sdk ⭐ 219

Simplest and fastest image and text annotation tool.

Appearance-and-Relation Networks

Optical Flow Guided Feature ⭐ 177

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

Tadaconv ⭐ 177

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

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Ucf 101_video_classification ⭐ 150

Classify UCF101 videos using one frame at a time with a CNN(InceptionV3)

deep learning sex position classifier

Tutorial About 3d Convolutional Network ⭐ 136

Tutorial about 3D convolutional network

Actionrecognition ⭐ 109

Explore Action Recognition

Temporal 3D ConvNet

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

Official repository for "Self-Supervised Video Transformer" (CVPR'22)

Uniformer Pytorch ⭐ 74

Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Video Transformers ⭐ 67

Easiest way of fine-tuning HuggingFace video classification models

Stam Pytorch ⭐ 59

Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification

Handgesturerecognition ⭐ 56

[Neurocomputing 2019] Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion

Deepfakes_video_classification ⭐ 51

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

Video Tutorial Cvpr2020 ⭐ 50

A Comprehensive Tutorial on Video Modeling

An unofficial implementation of TubeViT in "Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning"

Sign Language ⭐ 45

Sign Language Recognition for Deaf People

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

Learnablepoolingmethods ⭐ 39

TensorFlow Implementation of "Learnable Pooling Methods for Video Classification"

Mict Net Pytorch ⭐ 33

Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone

Socceract10 ⭐ 32

SoccerAct10 is a dataset which contains 10 different soccer actions. This dataset was developed using the videos from YouTube.

Conv3d Video Action Recognition ⭐ 31

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors

Activity Recognition Tensorrt ⭐ 28

3D ResNet Video Classification accelerated by TensorRT

Cricshot10 ⭐ 24

CricShot10 is a video action recognition dataset consisting of 10 cricket batting shots. This dataset was developed using the videos from YouTube.

Gst Video ⭐ 21

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

Video Action Classification ⭐ 21

Video Action Classification Using Spatial Temporal Clues. Original paper: arXiv:1504.01561

Official Code for VideoLT: Large-scale Long-tailed Video Recognition (ICCV 2021)

Keras Deep Learning ⭐ 16

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

Video Classification 3d Cnn ⭐ 15

Video classification tools using 3D ResNet

Yt8m Feature Extractor ⭐ 13

Extract features from video file as the format in Youtube-8M

Videoswin ⭐ 13

Keras Implementation of Video Swin Transformers for 3D Video Modeling

Videomae ⭐ 12

[NeurIPS'22] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Region Based Non Local Network ⭐ 11

[Codes of paper]: Region-based Non-local operation for Video Classification

Towards Visually Explaining Video Understanding Networks With Perturbation ⭐ 11

Attribution (or visual explanation) methods for understanding video classification networks. Demo codes for WACV2021 paper: Towards Visually Explaining Video Understanding Networks with Perturbation.

Deep Multi Sensory Object Categorization ⭐ 11

Deep Multi-Sensory Object Category Recognition Using Interactive Behavioral Exploration

Deepvideo ⭐ 9

Boaz Adv Project ⭐ 8

빅데이터 연합동아리 BOAZ 12기 ADV Vision 팀 [Fight Detection] 레포지토리입니다.

Cnn Action Recognition ⭐ 8

Action Recognition using Convolutional Neural Network (CNN)

Sstformer ⭐ 8

Official PyTorch implementation of "SSTFormer: Bridging Spiking Neural Network and Memory Support Transformer for Frame-Event based Recognition"

Pytorch Video Classification ⭐ 6

Make video classification on UCF101 using CNN and RNN based on Pytorch framework.

Paddle_youtube ⭐ 6

使用百度Paddle框架进行视频分类算法NeXtVLAD视频分类模型。

Advertisement Recommendation ⭐ 6

Video Content-Based Advertisement Recommendation Using Text Classification

Video Classification Pytorch ⭐ 5

General video classification framework implemented by Pytorch for all video classification task.

Official PyTorch Repository of "Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition" (AAAI 2023 Oral Paper) and Imbalanced-MiniKinetics200 dataset.

Real Life Violence Detection ⭐ 5

1-60 of 60 search results

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