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As an experiment, I tested how well an old 640x480 could upscale to 2k+ (2560x1920) with a noise filter on my old desktop.
It took **7 hours** to process 3 minutes of video. Definitely would need a hardware upgrade to use this technique at scale.
The results are impressive tho.