Uformer icon indicating copy to clipboard operation
Uformer copied to clipboard

Trying to reproduce Uformer_B model for deblurring

Open jhkim0759 opened this issue 2 years ago • 5 comments

I trained the model you provided on the GoPro dataset. I trained 3000 Epoch with CharbonnierLoss and Edge loss as MPRNet code and I also use same scheduler as MPRNet code

but I got the PSNR 31.1db on GoPro test dataset

Is this happens because of the absence of modulator? or is there any other problem?

jhkim0759 avatar Mar 29 '22 02:03 jhkim0759

I also had similar results in the GoPro test dataset.

Can you upload the train code for deblurring case?

Best,

Dong1P avatar Apr 25 '22 06:04 Dong1P

I trained the model you provided on the GoPro dataset. I trained 3000 Epoch with CharbonnierLoss and Edge loss as MPRNet code and I also use same scheduler as MPRNet code

but I got the PSNR 31.1db on GoPro test dataset

Is this happens because of the absence of modulator? or is there any other problem?

Did you use the PSNR metric in Matlab or Python?

Einstone-rose avatar May 27 '22 14:05 Einstone-rose

I used the metric in Python

jhkim0759 avatar May 29 '22 08:05 jhkim0759

Hi, thanks for your interest! We have uploaded codes and models for deblurring.

ZhendongWang6 avatar Jul 06 '22 08:07 ZhendongWang6

I now get 33.0627 PSNR vs the reported 32.97 PSNR on the website. The SSIM both match at 0.967.

Why does the github repo do better than the reported value? I am using the test GoPro dataset to compute this number.

gauenk avatar Jul 26 '22 23:07 gauenk