Image-Super-Resolution-via-Iterative-Refinement icon indicating copy to clipboard operation
Image-Super-Resolution-via-Iterative-Refinement copied to clipboard

Published 20 hours ago • verified publisher icon Janspiry

Training on own dataset for (128x128) --> (512x512) fails miserably !!

Open ManuBN786 opened this issue 1 year ago • 4 comments
trafficstars

I was training on my own dataset for (128x128) --> (512x512) I have attached the train logs : train.log val.log

The tensorboard visualizations look like this: imageData

And the losses & psnr aren't improving psnr loss

Please help me to fix it

ManuBN786 avatar Oct 24 '24 09:10 ManuBN786

Hey, I met with the same problem, but, but my l_pix is normal like 0.05, my sr_img and PSNR are the same situation like yours. Did you solve it? image

guangying121 avatar Nov 01 '24 10:11 guangying121

I have the same question, how to fix it up?

mgl666 avatar May 17 '25 04:05 mgl666

Try to lower the learning rate? I have adjusted to batch_stize4, lr2e-5

tA312 avatar Jun 17 '25 02:06 tA312

I could not fix it. So I gave up !!

ManuBN786 avatar Jun 24 '25 08:06 ManuBN786