Table 5 Comparison of crack segmentation performance.

From: Automated crack detection of train rivets using fluorescent magnetic particle inspection and instance segmentation

Model

mIoU (%)

Deeplabv3+22

69.0

Mask-RCNN23

77.0

UNet36

79.6

YOLOv5 + Segmentation line

81.0

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