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yifanjiang19 avatar yifanjiang19 commented on July 20, 2024 1

psnr package is not used so I delete it and we found that PSNR/SSIM is not suitable for low light enhancement task.
I'll upload pre-trained model later.

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YangQun1 avatar YangQun1 commented on July 20, 2024

And, could you please upload the pre-trained model?

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YangQun1 avatar YangQun1 commented on July 20, 2024

@yueruchen thanks,I also found that PSNR or SSIM is not suitable. but, when I use NIQE to evaluate the results, I found that the NIQE score is not stable. May I ask, what model parameters are you use? I use the NIQE code and parameters form this GitHub repo
https://github.com/dsoellinger/blind_image_quality_toolbox.git

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YangQun1 avatar YangQun1 commented on July 20, 2024

for example, the CLAHE's results are more poorly in visual quality, but its NIQE score is lower.

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laomaup avatar laomaup commented on July 20, 2024

thank you,but I can't find the file requirements.txt.

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yifanjiang19 avatar yifanjiang19 commented on July 20, 2024

@YangQun1
You are right, there isn't suitable metric in this area, NIQE is just a comparably good one. So we use visual results, user study, and non-reference metric to evaluate our method.

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yifanjiang19 avatar yifanjiang19 commented on July 20, 2024

@laomaup
Sorry, I've updated it already.

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yifanjiang19 avatar yifanjiang19 commented on July 20, 2024

@YangQun1
NIQE code can be found in its authors' website.

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