Using Deep Learning to Create Professional-Level Photographs
For those who think it's just another lame DL based instagram filter...<p>The method proposed in the paper(<a href="https://arxiv.org/abs/1707.03491" rel="nofollow">https://arxiv.org/abs/1707.03491</a>) is mimicing a photographer's work: From taking the picture(image composition) to post-processing(traditional filter like HDR, Saturation. But also GAN powered local brightness editing).In the end it also picks the best photos(Aesthetic ranking)<p>Selected comments from professional photographers at the end of paper is very informative. There's also a showcase of model created photos in <a href="http://google.github.io/creatism" rel="nofollow">http://google.github.io/creatism</a><p>[Disclaimer: I'm the second author of the paper]