Figure 10
From: Melanoma segmentation using deep learning with test-time augmentations and conditional random fields

Failure cases in ISIC-2017 dataset. The provided annotated ground truth masks of some images are annotated incorrectly (subjective assessment). The model still predicted the masks quite resembled with the actual lesions, but the IoU score was low since it was assigned on the basis of provided versus predicted mask.