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some questions about ssim function #347

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ghost opened this issue Feb 26, 2023 · 3 comments
Open

some questions about ssim function #347

ghost opened this issue Feb 26, 2023 · 3 comments
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@ghost
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ghost commented Feb 26, 2023

Hello, no error was reported when I used the ssim function api to calculate the ssim value, but the calculated ssim value was negative. This is not normal, because the ssim value should be [0-1], but I don't know what is wrong, do you have any suggestions?

@snk4tr snk4tr added the question Further information is requested label Mar 1, 2023
@snk4tr
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snk4tr commented Mar 1, 2023

@xiaoyangx0 could you provide a minimal example of the code + data that results in negative values? We do not observe such behavior on data from general IQA datasets e.g., TID2013, KADID-10k and PIPAL.

@ghost
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ghost commented Mar 6, 2023

shadow_ssim += ssim(original_data, shadow_inv_output_, reduction='sum').item() shadow_psnr += psnr(original_data, shadow_inv_output_, reduction='sum').item()
Thank you for your reply. My original intention was to generate a picture through a model and compare the similarity with the original picture. The code for using the ssim has been uploaded. However, no bug was displayed when I used the ssim. However, when I used tensorboard to display the ssim change curve, I found that some places were negative.
<img width="479" alt="image" src="https://user-images.githubusercontent.com/62381232/223094975-2b5f2603-6004-4f16-a5f6-3056c4d9170e.png">

@Moleculebo
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@xiaoyangx0 Do you have solved the problem? Could you clarify it? Thanks!

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