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Glossary / A / AI upscaling

AI upscaling

AI upscaling increases an image's or video's resolution by predicting the missing detail, rather than just stretching the pixels.

In practice: A traditional resize makes an image bigger but blurrier. An AI upscaler adds plausible detail such as sharper edges, textures and faces, so a small or old image can be printed or used on a large screen.

Why it matters when picking a tool

Upscalers can invent detail that was never there, which is fine for a poster and wrong for evidence or product photos that must be exact. Compare results on faces and text, the maximum output size, and whether batch processing is included.

Tools that use it

1,040 tools in our directory are in this area, mostly in Image and Video.