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Algolzw / image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
https://algolzw.github.io/ir-sde/index.html
MIT License
583 stars 43 forks source link

Cannot reproduce deblurring result #115

Open SEHWPA opened 3 weeks ago

SEHWPA commented 3 weeks ago

Hello, thanks for your great work. I'm trying to reproduce images with your pretrained deblurring weight, but the results are quite different. (PSNR 30.7 -> 27.x) Is there any problem on my yml setting? I hope you will check and reply. Thanks a lot, again. :)

test

SEHWPA commented 3 weeks ago

My reverse sde process does not seem to be working properly. When I checked sde_state, there was no change in the images from 1 to 68, but it changed once at the 69th image. From the 70th image, it returned to the original (1 to 69), and then it changed to another image from the 95th to the 100th image (6 images are same). Does anything come to mind?