Training code

Question

Training code

Opened this issue 7 years ago · 5 comments

Deleted user commented 7 years ago

Can you share the training code?

gsssrao commented 7 years ago

#5

Answer 1 · 2017-04-05T03:48:15.000Z

I am reproducing this work in Tensorflow

Answer 2 · 2017-04-21T06:26:43.000Z

Has anyone succeeded on re-implementing the training procedure? I am going to give it a shot over the weekend to better understand the algorithm. Also, hopefully I understand this correctly but the only learnable network in the entire pipeline (Figure 2) is the VGG Decoder? The AdaIN is a deterministic function with no learnable parameters as stated in section 5 of the ArXiv paper? Is this correct @xunhuang1995 ? Hmm if this is the case, maybe I can start playing around with loading the DeCoder (as pre-trained network), and continue doing iterations over new style images.

Answer 3 · 2017-04-21T11:25:47.000Z

@ArturoDeza
decoder is trainable
this is my implementation
https://github.com/diggerdu/Vincent/blob/master/normalise/vincent.py

Answer 4 · 2017-05-16T18:23:44.000Z

The training code has been updated.