This was a bachlor thesis work made by Caspar Norée Palm and Hugo Granström. Its a CNN (Unet) based image upscaler, basically upscaling images using machine learning.
The report can be found here: http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-445567
Everything is provided as is.