ray075hl/DeepPhotoStyle_pytorch

About the weight of different loss items

hello-trouble opened this issue · 1 comments

Hello , thank you for your code. I am puzzled about the weight of different loss items. In our project , style_weight=500000, content_weight=100, tv_weight=0.0001, rl_weight=1. However, the weights used in the original paper are style_weight=100, content_weight=1, tv_weight=0.0001, rl_weight=10000(photorealism regularization), How do you choose these hyper-parameters?

Hello @13462877152 . I think my code may have different detail with official matlab implementation. This weights choosen by experiments with some pictures.