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The Top 105 Video Understanding Open Source Projects

Categories > Machine Learning > Video Understanding
Awesome Action Recognition ⭐ 3,227
A curated list of action recognition and related area resources
most recent commit 8 months ago
Mmaction2 ⭐ 2,374
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
total releases 20most recent commit 3 days ago
Kubric ⭐ 1,595
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 260most recent commit 5 days ago
Temporal Shift Module ⭐ 1,463
[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding
most recent commit a year ago
Mmaction ⭐ 1,415
An open-source toolbox for action understanding based on PyTorch
most recent commit 2 years ago
Temporal Segment Networks ⭐ 1,235
Code & Models for Temporal Segment Networks (TSN) in ECCV 2016
most recent commit 2 years ago
Paddlevideo ⭐ 986
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 days agopypi paddlevideo} Downloads
Tsn Pytorch ⭐ 751
Temporal Segment Networks (TSN) in PyTorch
most recent commit 3 years ago
Action Detection ⭐ 551
temporal action detection with SSN
most recent commit 3 years ago
Videomae ⭐ 536
[NeurIPS 2022] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
most recent commit 11 days ago
Awesome Grounding ⭐ 522
awesome grounding: A curated list of research papers in visual grounding
most recent commit 2 months ago
Activity Recognition With Cnn And Rnn ⭐ 402
Temporal Segments LSTM and Temporal-Inception for Activity Recognition
most recent commit 2 years ago
Video Understanding Dataset ⭐ 352
A collection of recent video understanding datasets, under construction!
most recent commit 4 years ago
Tdn ⭐ 307
[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition
most recent commit 9 days ago
Tvnet ⭐ 295
End-to-End Learning of Motion Representation for Video Understanding
most recent commit a year ago
Actionvlad ⭐ 201
ActionVLAD for video action classification (CVPR 2017)
most recent commit 4 years ago
Multiverse ⭐ 200
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 2 months ago
Tevit ⭐ 179
Temporally Efficient Vision Transformer for Video Instance Segmentation, CVPR 2022, Oral
most recent commit 2 months ago
Movienet Tools ⭐ 174
Tools for movie and video research
most recent commit 3 months ago
Specvqgan ⭐ 172
Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
most recent commit 3 months ago
Youtube 8m ⭐ 166
The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)
most recent commit 5 years ago
Object_level_visual_reasoning ⭐ 148
Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018
most recent commit 4 years ago
Video2tfrecord ⭐ 142
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.
most recent commit 9 months ago
Step ⭐ 141
CVPR2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection
most recent commit 3 years ago
Video Contrastive Learning ⭐ 131
Video Contrastive Learning with Global Context, ICCVW 2021
most recent commit 4 months ago
Awesome Activity Prediction ⭐ 127
Paper list of activity prediction and related area
most recent commit 3 years ago
Sstda ⭐ 122
[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)
most recent commit 2 years ago
Tadaconv ⭐ 120
[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.
most recent commit 3 months ago
I3d_finetune ⭐ 104
TensorFlow code for finetuning I3D model on UCF101.
most recent commit 4 years ago
Phar ⭐ 99
deep learning sex position classifier
most recent commit 2 days ago
Mvfnet ⭐ 97
【AAAI 2021】MVFNet: Multi-View Fusion Network for Efficient Video Recognition
most recent commit 6 months ago
Pyanomaly ⭐ 92
Useful Toolbox for Anomaly Detection
most recent commit a year ago
Motionsqueeze ⭐ 92
Official PyTorch Implementation of MotionSqueeze, ECCV 2020
most recent commit a year ago
S3d.pytorch ⭐ 89
Spatiotemporal-separable 3D convolution network.
most recent commit 4 years ago
Vov3d ⭐ 73
Efficient 3D Backbone Network for Temporal Modeling
most recent commit a year ago
Dear ⭐ 67
[ICCV 2021 Oral] Deep Evidential Action Recognition
most recent commit 8 days ago
Just Ask ⭐ 65
[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos
most recent commit 3 months ago
Cater ⭐ 63
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
most recent commit 2 years ago
Tubedetr ⭐ 60
[CVPR 2022 Oral] TubeDETR: Spatio-Temporal Video Grounding with Transformers
most recent commit 3 months ago
Awesome Temporally Language Grounding ⭐ 59
A curated list of “Temporally Language Grounding” and related area
most recent commit 3 years ago
Mmn ⭐ 56
[AAAI 2022] Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding
most recent commit 2 months ago
Pytorch Video Understanding ⭐ 52
This codebase provides a comprehensive video understanding solution for video classification and temporal detection. It is the official PyTorch implementation of TAda! Temporally-Adaptive Convolutions for Video Understanding.
most recent commit 8 months ago
Graph_distillation ⭐ 51
Graph Distillation for Action Detection
most recent commit 3 years ago
Mini Kinetics 200 ⭐ 51
Mini-Kinetics-200 data splits used in paper "Rethinking Spatiotemporal Feature Learning For Video Understanding"
most recent commit 5 years ago
Temporally Language Grounding ⭐ 49
A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"
most recent commit 3 years ago
Sdn ⭐ 48
[NeurIPS 2019] Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
most recent commit 3 years ago
Icme2019 Ctr ⭐ 47
The Code for ICME2019 Grand Challenge: Short Video Understanding (Single Model Ranks 6th)
most recent commit 3 years ago
Temporal Shift Module ⭐ 46
Unofficial implementation for paper `Temporal Shift Module for Efficient Video Understanding`
most recent commit 4 years ago
I3d Tensorflow ⭐ 45
Inflated 3D ConvNets for video understanding
most recent commit 4 years ago
Next Qa ⭐ 43
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions (CVPR'21)
most recent commit 2 months ago
Din Group Activity Recognition Benchmark ⭐ 38
A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.
most recent commit 20 days ago
Glimpse_clouds ⭐ 28
Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018
most recent commit 3 years ago
Cola ⭐ 27
[Codes of CVPR'21 paper] CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning
most recent commit 7 months ago
Stcnet ⭐ 24
STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection
most recent commit 5 months ago
Rdn4depth ⭐ 22
Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos, IJCAI 2019
most recent commit 3 years ago
Mtl Aqa ⭐ 22
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
most recent commit a year ago
Cv Datasets ⭐ 18
Collection of open datasets in computer vision.
most recent commit 4 years ago
Soccerdb ⭐ 17
SoccerDB: A Large-Scale Database for Comprehensive Video Understanding
most recent commit 3 months ago
Temporal Augmentation ⭐ 17
Temporal augmentation with two-stream ConvNet features on human action recognition
most recent commit 5 years ago
Pi Consistency Activity Detection ⭐ 16
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
most recent commit 2 months ago
Cp 360 Weakly Supervised Saliency ⭐ 13
CP-360-Weakly-Supervised-Saliency
most recent commit 4 years ago
Image Pretraining For Video ⭐ 13
[ECCV 2022] This repository includes the official implementation our paper "In Defense of Image Pre-Training for Spatiotemporal Recognition".
most recent commit 2 months ago
Region Based Non Local Network ⭐ 11
[Codes of paper]: Region-based Non-local operation for Video Classification
most recent commit 10 months ago
Opra ⭐ 11
Online Product Reviews for Affordances
most recent commit 4 years ago
Sst ⭐ 11
My implementation (PyTorch) for the paper SST: Single-Stream Temporal Action Proposals (http://vision.stanford.edu/pdf/buch2017cvpr.pdf).
most recent commit 2 years ago
Deepepisodicmemory ⭐ 10
Deep neural network architecture for representing robot experiences in an episodic-like memory which facilitates encoding, recalling, and predicting action experience - Research Project at KIT's High Performance Humanoids Technologies Lab (H2T)
most recent commit 4 years ago
C3d Lstm Pytorch ⭐ 9
C3D-LSTM implementation in PyTorch
most recent commit 2 years ago
Stale ⭐ 9
[ECCV 2022] Official Pytorch Implementation of the paper : " Zero-Shot Temporal Action Detection via Vision-Language Prompting "
most recent commit 2 months ago
Bcnet ⭐ 8
【AAAI 2022】Temporal Action Proposal Generation with Background Constraint
most recent commit 4 months ago
Orbit 2022 Winner Method ⭐ 8
Few-Shot Video Object Recognition with Embedding Adaptation and Uniform Clip Sampling: Winner of ORBIT Few-Shot Object Recognition Challenge 2022
most recent commit 4 months ago
Piano Skills Assessment ⭐ 8
Piano Skills Assessment (IEEE MMSP, 2021)
most recent commit 5 months ago
Revisiting Spatial Temporal Layouts ⭐ 8
Codebase for "Revisiting spatio-temporal layouts for compositional action recognition" (Oral at BMVC 2021).
most recent commit 6 months ago
Mucon ⭐ 8
Official Implementation for "Fast Weakly Supervised Action Segmentation Using Mutual Consistency" - TPAMI 2021
most recent commit a year ago
Pan Pytorch ⭐ 7
[Codes of paper]: PAN: Towards Fast Action Recognition via Learning Persistence of Appearance
most recent commit 2 years ago
2nd Year ⭐ 7
most recent commit 4 years ago
Spot ⭐ 7
[ECCV 2022] Official Pytorch Implementation of the paper : " Semi-Supervised Temporal Action Detection with Proposal-Free Masking "
most recent commit 25 days ago
Tsb Gan ⭐ 6
Multi-Variate Temporal GAN for Large Scale Video Generation
most recent commit 2 years ago
3rd Year ⭐ 5
most recent commit 3 years ago
Forkingpaths ⭐ 5
Dataset from the paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction"
most recent commit 2 years ago
Drama Graph ⭐ 4
Drama-Graph repository produces both knowledge base on drama scripts and video graph for Video Turing Test (VTT).
most recent commit a year ago
Dsanet ⭐ 4
【ACMMM 2021】DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning
most recent commit a year ago
Roll Videoqa ⭐ 4
PyTorch code for ROLL, a knowledge-based video story question answering model.
most recent commit 2 years ago
Fitness Aqa ⭐ 3
Computer vision-based exercise posture analysis
most recent commit 2 months ago
Tags ⭐ 3
[ECCV 2022] Official Pytorch Implementation of paper : " Proposal-Free Temporal Action Detection with Global Segmentation Mask Learning "
most recent commit 2 months ago
Win Fail Action Recognition ⭐ 3
https://arxiv.org/abs/2102.07355 (WACV Workshops, 2022)
most recent commit 5 months ago
Awesome Video Action Recognition Paper Review And Practice ⭐ 2
Video Action Recognition Study
most recent commit 4 months ago
Action_recognition_ucf101 ⭐ 2
recognices actions from the videos
most recent commit 2 years ago
Action Recognition ⭐ 2
most recent commit 4 years ago
Gestures Miccai 2021 ⭐ 2
Code for "Pérez-García et al. 2021, Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures, MICCAI 2021".
most recent commit a year ago
Busy Quiet Net ⭐ 2
[Codes of paper]: Busy-Quiet Video Disentangling for Video Classification
most recent commit 8 months ago
Vtt_tracking ⭐ 2
VTT_TRACKING
most recent commit 2 years ago
Knowledge Graph Visualizer ⭐ 1
This application visualizes the knowledge graph on the web page.
most recent commit 3 years ago
Knowledge Graph Dataset ⭐ 1
This repository contains knowledge-graphs built from various dataset provided by research groups in VTT project.
most recent commit 4 years ago
Fsanet ⭐ 1
The code for FSANet with Pytorch
most recent commit 4 months ago
Knowledge Graph Builder ⭐ 1
A Python based knowledge grpah builder.
most recent commit 3 years ago
Knowledge Graph Sentence Generator ⭐ 1
most recent commit 3 years ago
Olive ⭐ 1
most recent commit 3 years ago
Video_place_recognition ⭐ 1
VTT 3rd year
most recent commit 3 years ago
Surgical Skill Assessment Via Video Semantic Aggregation ⭐ 1
Code for Surgical Skill Assessment via Video Semantic Aggregation (MICCAI 2022)
most recent commit 2 months ago
Awesome Video Understanding ⭐ 1
Everything about video understanding.
most recent commit 4 days ago
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