Awesome Open Source
Awesome Open Source
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The Top 24 Video Understanding Open Source Projects

Categories > Machine Learning > Video Understanding
Awesome Action Recognition ⭐ 3,067
A curated list of action recognition and related area resources
Mmaction ⭐ 1,663
An open-source toolbox for action understanding based on PyTorch
Temporal Shift Module ⭐ 1,421
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
Temporal Segment Networks ⭐ 1,335
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
Mmaction2 ⭐ 1,061
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
Tsn Pytorch ⭐ 931
Temporal Segment Networks (TSN) in PyTorch
Action Detection ⭐ 602
temporal action detection with SSN
Activity Recognition With Cnn And Rnn ⭐ 421
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
Video Understanding Dataset ⭐ 398
A collection of recent video understanding datasets, under construction!
Paddlevideo ⭐ 334
Comprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application
Awesome Grounding ⭐ 316
awesome grounding: A curated list of research papers in visual grounding
Actionvlad ⭐ 216
ActionVLAD for video action classification (CVPR 2017)
Step ⭐ 213
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
Youtube 8m ⭐ 176
The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)
Object_level_visual_reasoning ⭐ 165
Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018
Tdn ⭐ 165
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
Awesome Activity Prediction ⭐ 156
Paper list of activity prediction and related area
Multiverse ⭐ 156
Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.
Movienet Tools ⭐ 145
Tools for movie and video research
Video2tfrecord ⭐ 140
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.
Sstda ⭐ 139
[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)
I3d_finetune ⭐ 137
TensorFlow code for finetuning I3D model on UCF101.
Temporally Language Grounding ⭐ 79
A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"
Mvfnet ⭐ 67
【AAAI 2021】MVFNet: Multi-View Fusion Network for Efficient Video Recognition
1-24 of 24 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210