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change train_ids = range(train_dataset_size) to train_ids = list(range(train_dataset_size))

Why is the mean IOU of the pre-trained weight I tested very low(Unreasonably low)?

You should put the folder “SegmentationClassAug“” under the “dataset/VOC2012/” path