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The Top 23 Video Understanding Open Source Projects

Open source projects categorized as Video Understanding
Categories > Machine Learning > Video Understanding
Mmaction2 ⭐ 3,647
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
dependent packages 1total releases 28most recent commit 3 months agopypi mmaction2} Downloads
Awesome Action Recognition ⭐ 3,494
A curated list of action recognition and related area resources
most recent commit a year ago
Ask Anything ⭐ 2,404
[VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.
most recent commit 3 months ago
Kubric ⭐ 2,089
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
total releases 756most recent commit 3 months ago
Temporal Shift Module ⭐ 2,005
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
most recent commit 7 months ago
Awesome Video Diffusion ⭐ 1,793
A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.
most recent commit 3 months ago
Mmaction ⭐ 1,415
An open-source toolbox for action understanding based on PyTorch
most recent commit 4 years ago
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.
dependent packages 1total releases 2most recent commit 3 months agopypi paddlevideo} Downloads
Temporal Segment Networks ⭐ 1,235
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
most recent commit 3 years ago
Videomae ⭐ 864
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
most recent commit a year ago
Tsn Pytorch ⭐ 751
Temporal Segment Networks (TSN) in PyTorch
most recent commit 5 years ago
Internvideo ⭐ 736
InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)
most recent commit 3 months ago
Awesome Grounding ⭐ 689
awesome grounding: A curated list of research papers in visual grounding
most recent commit a year ago
Action Detection ⭐ 551
temporal action detection with SSN
most recent commit 5 years ago
Activity Recognition With Cnn And Rnn ⭐ 402
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
most recent commit 4 years ago
Mevis ⭐ 388
[ICCV 2023] MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions
most recent commit 6 months ago
Chat Univi ⭐ 382
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
most recent commit 4 months ago
Video Understanding Dataset ⭐ 352
A collection of recent video understanding datasets, under construction!
most recent commit 6 years ago
Tdn ⭐ 307
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
most recent commit 2 years ago
Tvnet ⭐ 295
End-to-End Learning of Motion Representation for Video Understanding
most recent commit 3 years ago
Specvqgan ⭐ 262
Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
most recent commit a year ago
Multiverse ⭐ 222
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.
most recent commit a year ago
Tevit ⭐ 209
Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral
most recent commit a year ago
The 2 Most Depended On Video Understanding Open Source Projects
The 3 Latest Releases In Video Understanding Open Source Projects
Mmaction2 ⭐ 3,647
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
dependent packages 1total releases 28latest release October 12, 2023most recent commit 3 months agopypi mmaction2} Downloads
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