Impressive! It would have been interesting to see what the neural net was trained on. From the README.md: "From left to right, the first column is the 16x16 input image, the second one is what you would get from a standard bicubic interpolation, the third is the output generated by the neural net, and on the right is the ground truth." http://sn.jonkman.ca/attachment/32919