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Nvidia recently rolled out upscaling in video too with new drivers and latest Chrome/Edge [1]. Honestly, it's pretty decent from my usage. Required a 3080 or above, however.

1. https://arstechnica.com/gadgets/2023/03/nvidias-new-ai-upsca...

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I wonder if it will be possible to use this to convert video files using their super resolution, and not just web pages playing videos

I've tried the nvidia one and it's really not particularly noticeable. On low resolution media (eg below 720) it really looks like it has removed a lot of the details - mostly as at such a small resolution, there aren't any details haha, but up scaling makes it very noticeable.

There are much better options for non-realtime.

just saw your comment, any recommendations for non-realtime video upscaling?

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