Awesome Open Source
Awesome Open Source
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The Top 22 Video Understanding Open Source Projects
Categories
>
Machine Learning
>
Video Understanding
Awesome Action Recognition
⭐
2,976
A curated list of action recognition and related area resources
Mmaction
⭐
1,626
An open-source toolbox for action understanding based on PyTorch
Temporal Shift Module
⭐
1,335
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
Temporal Segment Networks
⭐
1,305
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
Tsn Pytorch
⭐
906
Temporal Segment Networks (TSN) in PyTorch
Mmaction2
⭐
780
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
Action Detection
⭐
604
temporal action detection with SSN
Activity Recognition With Cnn And Rnn
⭐
418
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
Video Understanding Dataset
⭐
388
A collection of recent video understanding datasets, under construction!
Awesome Grounding
⭐
262
awesome grounding: A curated list of research papers in visual grounding
Paddlevideo
⭐
238
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
Actionvlad
⭐
217
ActionVLAD for video action classification (CVPR 2017)
Step
⭐
200
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
Youtube 8m
⭐
172
The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)
Object_level_visual_reasoning
⭐
164
Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018
Awesome Activity Prediction
⭐
153
Paper list of activity prediction and related area
Video2tfrecord
⭐
139
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.
Multiverse
⭐
135
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.
I3d_finetune
⭐
132
TensorFlow code for finetuning I3D model on UCF101.
Movienet Tools
⭐
123
Tools for movie and video research
Tdn
⭐
116
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
Temporally Language Grounding
⭐
75
A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"
1-22 of 22 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
