Glossary: Computer Vision Beyond the Basics

Dice coefficient

Also written: Dice, Dice loss

A mask score equal to twice the overlap divided by the two masks' sizes added; it is the F1 score of the pixels and is always at least the IoU. Dice loss (1 minus Dice) helps when objects are tiny.