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PaperclipPerfector  1mo ago (text post)   2236 thread views

Small-Scale Question Sunday for August 4, 2024

Do you have a dumb question that you're kind of embarrassed to ask in the main thread? Is there something you're just not sure about?

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Is there video upscale software which learns from its input? E.g. there a footage where interveaned close up face shots and group shots, the upscaler might learn from face shots to improve group shots. For single images there are fractal upscalers which I think can do that, but for videos? (I guess it is possible to feed composed frames to single-image upscaler, but probably not worth in practice).

Not that I'm aware of. There are things like "Topaz Video AI" that does AI enhancement and are trained on a large dataset. They work well enough that trying to add to the training on a small dataset isn't seen as worth the effort.

Being trained on barely related large dataset can be bad; e.g. most neural networks cannot draw realistic image of Van Gogh or Venus of Milo because large number of samples images in Van Gogh style and pictures of people with arms LoRA does wonders.

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