Neural Enhance – Super Resolution for images using deep learning

Re:Neural Enhance – Super Resolution for images using deep l... by dharma1 on Saturday October 29, 2016 @03:17AM (#12822990)

Agreed, it would have been nice to show other upscaling algorithms. But neural net super resolution generators can still have significantly more detail at 4-8x, as shown here http://arxiv.org/abs/1609.04802

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Re:Neural Enhance – Super Resolution for images using deep l... by nuclai on Saturday October 29, 2016 @12:04PM (#12824550)

(Author here.) Yeah, I knew this would come up but decided to proceed with the pixelated comparison anyway. I couldn't get the GIFs to reflect the results because of 8-bit quantization/dithering. The images show the neural network inputs and outputs, not a comparison with other super-resolution algorithms (still fascinating :-).

I'm working on the Docker instance now, that should help anyone with interest/experience in the field compare results easily.

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Re:Neural Enhance – Super Resolution for images using deep l... by antome on Saturday October 29, 2016 @04:52AM (#12823211)

Really cool to see them taking a page out of X264, trying to match the "energy" of the image rather than the "correctness".

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