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torchvideo's Introduction

torchvideo

Build Status PyPI versions codecov Documentation Status

WARNING: Do not use this library. It is still in development. When this notice is removed it will be sufficiently stable for usage.

A PyTorch library for video-based computer vision tasks. torchvideo provides dataset loaders specialised for video, video frame samplers, and transformations specifically for video.

Get started

$ pip install git+https://github.com/willprice/torchvideo.git@master

Learn how to use torchvideo

Check out the example notebooks, you can launch these on binder without having to install anything locally!

Acknowledgements

Thanks to the following people and projects

  • yjxiong for his work on TSN and publicly available pytorch implementation from which many of the transforms in this project started from.
  • dukebw for his excellent lintel FFmpeg video loading library.
  • hypothesis and the team behind it. This has been used heavily in testing the project.

torchvideo's People

Contributors

willprice avatar

Watchers

James Cloos avatar Ke Young avatar

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