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Stable Diffusion Based Image Compression
Sept. 23, 2022, 12:59 p.m. | Matthias Bühlmann
Towards AI - Medium pub.towardsai.net
Stable Diffusion makes for a very powerful lossy image compression codec.
Intro
Stable Diffusion is currently inspiring the open-source machine learning community as well as upsetting artists worldwide. I was curious to see what else this impactful technology release could be used for other than making professional artists and designers ponder their job security.
While experimenting with the model, I found that it makes for an extremely powerful lossy image compression codec. Before describing my method and sharing some code, …
artificial intelligence compression deep learning diffusion image image-compression machine learning stable diffusion
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