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swz30 / MPRNet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
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Image Distortion While Using Pretrained Weight #48

Closed AumXIV closed 3 years ago

AumXIV commented 3 years ago

I'm trying to deblur my image with the size around 100x100 pixels^2. And 2.97% of the outputs of the deblur have some distortion effect. 228 460 489 1970 2916 2893 3015 1596 2978 1588

Question;

  1. What causes the problem?
  2. Any method to fix it?
adityac8 commented 3 years ago

Hi @AumXIV

We did not observe such artifacts on any of the benchmark datasets. Maybe the input images have degradations other than blur.

Thanks

AumXIV commented 3 years ago

I found out that if we resize the image bigger (in my case 320 pixels) all the defects will disappear.