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Photo colorization, frame interpolation, and super resolution are popular tools for media restoration. A trip through New York City in 1911 showcases their effectiveness in just under 8 minutes. DFT Net offers blind face restoration through multiscale component dictionaries, providing solutions that super resolution may struggle with. Waifu 2x, for example, upscales entire images but may not create new details effectively. Matching techniques can be used to guess the upscale resolution while maintaining style, as seen in a previous video example.
