Using Deep Learning to Create Professional-Level Photographs
For those who think it's just another lame DL based instagram filter...The method proposed in the paper(https://arxiv.org/abs/1707.03491) 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)Selected comments from professional photographers at the end of paper is very informative. There's also a showcase of model created photos in http://google.github.io/creatism[Disclaimer: I'm the second author of the paper]