Re:Colorizing black and white photos with deep learning
by zardo on Friday October 13, 2017 @12:49PM
(#15467303)
>But I still feel that it would not solve the averaging problem. It would hop between different colors and probably converge to brown.
At least to the extent that GANs work, it works. They will alternate between the observed colours based on the noise vector. They do not simply converge to averages, because the discriminator easily recognizes brown apples as fakes.
At least to the extent that GANs work, it works. They will alternate between the observed colours based on the noise vector. They do not simply converge to averages, because the discriminator easily recognizes brown apples as fakes.