Your segmentation masks are supposed to have values in [0, 1, 2]
, if you are trying to predict 3 classes in the segmentation output, so this sounds correct.
The 255
values are most likely coming from the image format you are loading.
Are your segmentation masks currently color-encoded? I.e. is e.g. the color “red” referring to class0, “blue” to class1 etc.?
If so, then note that these color encoded masks will have 3 channels (RGB) and will use the standard uint8
value range.
Red would thus be [255, 0, 0]
, Blue [0, 0, 255]
etc. and you would need to map these colors to the class labels first. This post gives an example how this mapping could be applied.
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