MIR.image_similarity.Dice

Dice loss and helper utilities for segmentation evaluation.

Functions

build_k_hot_from_int(y_int, idx)	Build a K-hot tensor for selected class indices.
sparse_dice_from_int_labels(src_lbl_int, ...)	Compute Dice on K sampled classes without full one-hot.

Classes

DiceLoss(*args, **kwargs)	Soft Dice loss for multi-class segmentations.
SparseDiceLoss(*args, **kwargs)	Sampled multi-class Dice over integer labels without dense full one-hot.