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.
$ pip install git+https://github.com/willprice/torchvideo.git@master
Check out the example notebooks, you can launch these on binder without having to install anything locally!
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.