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HolyWu avatar HolyWu commented on August 27, 2024

Unfortunately that's a problem of the pretrained model itself. cszn/SCUNet#13

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AIisCool avatar AIisCool commented on August 27, 2024

@NSQY If you don't mind my asking, how were you able to clean the image but retain the details? I've tried all the scunet models but while it cleans, it removes almost all the details.

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NSQY avatar NSQY commented on August 27, 2024

@NSQY If you don't mind my asking, how were you able to clean the image but retain the details? I've tried all the scunet models but while it cleans, it removes almost all the details.

You should be able to reproduce the comparison with my provided code. scunet seems to perform particularly well on Lena, however it looks worse on more complex samples such as Lichtenstein.png

If you're looking for image restoration functions I suggest trying https://github.com/HolyWu/vs-dpir

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