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¶

`ChannelStatsOutput`	Output class for `channelstats()` stats metric.
`DatasetStatsOutput`	Output class for `datasetstats()` stats metric.
`DimensionStatsOutput`	Output class for `dimensionstats()` stats metric.
`HashStatsOutput`	Output class for `hashstats()` 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.
`channelstats`(images[, bboxes])	Calculates various per-channel statistics for each image.
`datasetstats`(images[, bboxes, labels])	Calculates various statistics for each image.
`dimensionstats`(images[, bboxes])	Calculates dimension statistics for each image.
`hashstats`(images[, bboxes])	Calculates hashes for each image.
`labelstats`(labels)	Calculates statistics for data labels.
`pixelstats`(images[, bboxes, per_channel])	Calculates pixel statistics for each image.
`visualstats`(images[, bboxes, per_channel])	Calculates visual statistics for each image.