ML VISUAL LAB / Model Evaluation

IoU and Dice Score

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Intuition

Move actual and predicted masks on a pixel grid and compare IoU, Jaccard, Dice, and DSC in real time.

Core Formula

IoU = intersection / union; Dice = 2 intersection / (A + B)

When to use it?

Evaluating segmentation overlap per pixel.