Fixes an issue in isaid.py #3010
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## Motivation Update repo information and URLs in README. ## Modification ## BC-breaking (Optional) ## Use cases (Optional) --------- Co-authored-by: CSH <[email protected]>
When processing data in the iSaid experiment, generated images only have binary pixel values of 0 or 1 instead of the corresponding class values. This causes significant interference and prevents subsequent experiments from proceeding. After investigation, it was found that the issue was caused by using the wrong image format for saving the images. Saving the images as PNG resulted in binary pixel values, while saving the images as BMP resolved the issue and correctly saved the class values.
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xiexinch
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May 30, 2023
nahidnazifi87
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Apr 5, 2024
## Motivation When processing data in the isaid experiment, generated images only have binary pixel values of 0 or 1 instead of the corresponding class values. This causes significant interference and prevents subsequent experiments from proceeding. After investigation, it was found that the issue was caused by using the wrong image format for saving the images. Saving the images as PNG resulted in binary pixel values, while saving the images as BMP resolved the issue and correctly saved the class values. ## Modification `img_patch.save(save_path_image, format='BMP')` This code will save the image data as BMP format. ## BC-breaking Confirm that the modification does not introduce new issues and test that the modified code successfully resolves the original problem. --------- Co-authored-by: 谢昕辰 <[email protected]> Co-authored-by: CSH <[email protected]>
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Motivation
When processing data in the isaid experiment, generated images only have binary pixel values of 0 or 1 instead of the corresponding class values. This causes significant interference and prevents subsequent experiments from proceeding. After investigation, it was found that the issue was caused by using the wrong image format for saving the images. Saving the images as PNG resulted in binary pixel values, while saving the images as BMP resolved the issue and correctly saved the class values.
Modification
img_patch.save(save_path_image, format='BMP')This code will save the image data as BMP format.
BC-breaking
Confirm that the modification does not introduce new issues and test that the modified code successfully resolves the original problem.