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What are some good image upscaler libraries that exist? I'm assuming the high quality ones would need to use some AI model to fill in missing detail.


Waifu2x - I've used the library to upscale both old photos and videos with enough success to be pleased with the results.

https://github.com/nagadomi/waifu2x


Depends on your needs!

Zimg is a gold standard to me, but yeah, you can get better output depending on the nature of your content and hardware. I think ESRGAN is state-of-the-art above 2x scales, with the right community model from upscale.wiki, but it is slow and artifacty. And pixel art, for instance, may look better upscaled with xBRZ.




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