ESRGAN icon indicating copy to clipboard operation
ESRGAN copied to clipboard

why not subtract the mean of the image.?

Open Rainyfish opened this issue 5 years ago • 1 comments

@xinntao Hi, I didn't find the operation about subtracting the mean of the image. I am confused that if the image should be normalized or not. I think it may be useful and easy to train the network with the zero mean of the input images. Looking forward to your reply. best wishes.

Rainyfish avatar Mar 09 '19 07:03 Rainyfish

I have tried this before. Subtracting the mean does not improve much.

So I directly use the [0,1] range for simplicity.

xinntao avatar Mar 09 '19 09:03 xinntao