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The file top_potsdam_4_12_label.tif in 5_Labels_all.zip isn't actually the mask, but seemts to be the mask overlayed on the RGB image. This leads to the 8th sample in the dataset having an all-zero mask. 5_Labels_for_participants.zip does contain the proper mask. Substituting with the image from that archive seems to solve the issue.
Making it so that rgb_to_mask gives a warning about pixels not in the colormap would be good as well.
I took a look at this and I think the dataset may have been updated or something because I have a prior version of Potsdam that doesn't seem to have this issue.
Description
The file
top_potsdam_4_12_label.tif
in5_Labels_all.zip
isn't actually the mask, but seemts to be the mask overlayed on the RGB image. This leads to the 8th sample in the dataset having an all-zero mask.5_Labels_for_participants.zip
does contain the proper mask. Substituting with the image from that archive seems to solve the issue.Making it so that
rgb_to_mask
gives a warning about pixels not in the colormap would be good as well.Steps to reproduce
Version
0.5.0
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