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photo colorization frame interpolation and super resolution have been a really hot topic recently they work really well as a media restoration tool for example videos such as a trip through new york city in 1911 demonstrates how well these technologies can perform in just under 8 minutes to expand on the field of media restorations today i am going to introduce you blind face restoration via multiscale component dictionaries short for dft net this ai provides solutions that most super resolution would struggle with for instance image super resolution ai like waifu 2x normally just upscale the entire image which in hindsight may serve its purpose but actually still leave out some problems like creating the details that were never there before which is impossible and remember that polls video where it can in a way upscale images from pixelated faces or super low resolution well it basically used a matching technique to guess the upscale resolution with style again which is a really fasc