dataeval.metrics.stats¶

Statistics metrics calculate a variety of image properties and pixel statistics and label statistics against the images and labels of a dataset.

Output Classes¶

`DimensionStatsOutput`	Output class for `dimensionstats()` stats metric.
`HashStatsOutput`	Output class for `hashstats()` stats metric.
`ImageStatsOutput`	Output class for `imagestats()` stats metric.
`LabelStatsOutput`	Output class for `labelstats()` stats metric.
`PixelStatsOutput`	Output class for `pixelstats()` stats metric.
`VisualStatsOutput`	Output class for `visualstats()` stats metric.

`boxratiostats`(boxstats, imgstats)	Calculates ratio statistics of box outputs over image outputs.
`dimensionstats`(dataset, *[, per_box])	Calculates dimension statistics for each image.
`hashstats`(dataset, *[, per_box])	Calculates hashes for each image.
`imagestats`(dataset, *[, per_box, per_channel])	Calculates various statistics for each image.
`labelstats`(dataset)	Calculates statistics for data labels.
`pixelstats`(dataset, *[, per_box, per_channel])	Calculates pixel statistics for each image.
`visualstats`(dataset, *[, per_box, per_channel])	Calculates visual statistics for each image.