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caoscott/SReC

PyTorch implementation of SReC, a neural-network-based lossless image compression method that frames compression as a super-resolution problem.

1.1k stars Python Computer Vision
SReC
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This repository implements the SReC method for lossless image compression using neural networks. It frames lossless compression as a super-resolution problem and achieves state-of-the-art compression rates on datasets like ImageNet64 and Open Images. The project provides training, compression, and decompression utilities with pre-trained model weights released.

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