Creating high resolution images

LouieYang / deep-photo-styletransfer-tf

Tensorflow (Python API) implementation of Deep Photo Style Transfer

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Creating high resolution images #27

Open tweak-wtf opened 5 years ago

tweak-wtf commented 5 years ago

Hey there, first of all thanks for porting to tensorflow!

I was wondering how you managed to create images out of 3500x2340px sized inputs? I am trying to use 1920x1080 as an input size and that is already wrecking my gpu o.O

Maybe you could share which gpu you have been using?!

tweak-wtf commented 5 years ago

well actually that´s not correct... My RAM is exhausted although i already have 32GB installed is there something clever to try out except more RAM?

BismuthGenesis commented 5 years ago

Try an image upscaling tool. I'd recommend waifu2x. It was built for anime and has kind of a cringey name but it is really good at increasing image size without quality loss. Although that doesn't really help with the input.

mzur commented 5 years ago

The high resolution images seem to be the ones from the original repo. See luanfujun/deep-photo-styletransfer#52 for more information on that.