modosaic.segmentation.mask_validation_stats

modosaic.segmentation.mask_validation_stats

MaskValidationStats dataclass

MaskValidationStats(valid=False, coverage_score=0.0, distinctness_score=0.0, fragmentation_score=0.0)

Quality statistics for generated segmentation masks.

Attributes:

Name	Type	Description
valid	bool	Whether the statistic could be computed.
coverage_score	float	Image-coverage score for the mask set.
distinctness_score	float	Overlap and redundancy score for masks.
fragmentation_score	float	Score penalizing excessive fragmentation.