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.

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

Functions

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