dataeval.metrics.stats.DatasetStatsOutput¶

class dataeval.metrics.stats.DatasetStatsOutput¶

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

pixelstats¶

Type:¶: PixelStatsOutput

visualstats¶

Type:¶: VisualStatsOutput

labelstats¶

Type:¶: LabelStatsOutput or None

dict()¶

Output attributes as a dictionary.

Return type:¶: dict[str, Any]

meta()¶

Execution metadata as a dictionary.

Return type:¶: dict[str, Any]