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The Top 23 Python Video Understanding Open Source Projects

Open source projects categorized as Python 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
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
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
Action Detection ⭐ 551
temporal action detection with SSN
most recent commit 5 years ago
Mevis ⭐ 388
[ICCV 2023] MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions
most recent commit 5 months ago
Chat Univi ⭐ 382
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
most recent commit 3 months 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
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
Actionvlad ⭐ 201
ActionVLAD for video action classification (CVPR 2017)
most recent commit 5 years ago
Tadaconv ⭐ 177
[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 8 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 7 years ago
Phar ⭐ 150
deep learning sex position classifier
most recent commit 7 months ago
Text4vis ⭐ 149
【AAAI'2023 & IJCV】Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective
most recent commit 4 months ago
Cap4video ⭐ 149
【CVPR'2023 Highlight】Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
most recent commit 4 months 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 6 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 2 years ago
The 2 Most Depended On Python Video Understanding Open Source Projects
The 2 Latest Releases In Python Video Understanding Open Source Projects
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