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modosaic.core.boundary_alignment_stats

modosaic.core.boundary_alignment_stats

BoundaryAlignmentStats dataclass

BoundaryAlignmentStats(valid=False, precision=0.0, recall=0.0, f1=0.0, iou=0.0)

Boundary overlap statistics returned by edge-alignment validators.

Attributes:

Name Type Description
valid bool

Whether the statistic could be computed.

precision float

Fraction of predicted boundary pixels matching a target boundary.

recall float

Fraction of target boundary pixels matched by predictions.

f1 float

Harmonic mean of precision and recall.

iou float

Intersection-over-union between boundary regions.