Measuring a segmentation mask: Dice and IoU · MAAI7602 Applied Computer Vision

A predicted mask is compared with a reference mask by counting overlapping pixels. Dice and IoU ignore the background, so small structures still count; soft Dice is the trainable version. How is a predicted segmentation mask compared with a reference mask?

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