Video compression/decompression software based on PyTorch

This software implements a video coding algorithm based on neural networks. It is implemented in python using the PyTorch framework.
The neural networks are pre-trained and allow video encoding at rates around 1 Mbit/s.
It is the reflection of 2 publications presented at international conferences:

  • Conditional Coding for Flexible Learned Video Compression (ICLR 2021) [1][2]
  • Conditional Coding and Variable Bitrate for Practical Learned Video Coding (CVPR 2021) [1][2]

Published on https://github.com/Orange-OpenSource/AIVC.

Python

Published on