DatasetStatsOutput

class dataeval.metrics.stats.DatasetStatsOutput(dimensionstats: DimensionStatsOutput | None, pixelstats: PixelStatsOutput | None, visualstats: VisualStatsOutput | None, labelstats: LabelStatsOutput | None = None)

Output class for datasetstats() stats metric

This class represents the outputs of various stats functions against a single dataset, such that each index across all stat outputs are representative of the same source image. Modifying or mixing outputs will result in inaccurate outlier calculations if not created correctly.

dimensionstats

Type:

DimensionStatsOutput or None

pixelstats

Type:

PixelStatsOutput or None

visualstats

Type:

VisualStatsOutput or None

labelstats

Type:

LabelStatsOutput or None, default None