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I’ve started to use realsr-ncnn-vulkan to “upgrade” some old photos on my blog, when high resolution photos are missing from the my archive. Believe it or not, years ago — especially 15 years ago or earlier I didn’t always save original files off my camera.
 
But often realsr-ncnn-vulkan can take a low resolution photo and upscale it to a fairly sharp, higher resolution photo, by using machine learning trained on other photos. If you have a low-resolution photo you want to upscale to look decent on a modern computer, you should give it a try.
 
 
DeOldify and similar programs are really promising for restoring historical photos to color. Probably by the end of the decade, most photos from 1800s with be in believable color, not hand tinted using Photoshop but by software.
 

 

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