stats

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

Metric Functions

boxratiostats(boxstats, imgstats)	Calculates ratio statistics of box outputs over image outputs
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

Output Classes

DatasetStatsOutput(dimensionstats, ...[, ...])	Output class for datasetstats() stats metric
DimensionStatsOutput(source_index, ...)	Output class for dimensionstats() stats metric
HashStatsOutput(source_index, box_count, ...)	Output class for hashstats() stats metric
LabelStatsOutput(label_counts_per_class, ...)	Output class for labelstats() stats metric
PixelStatsOutput(source_index, box_count, ...)	Output class for pixelstats() stats metric
VisualStatsOutput(source_index, box_count, ...)	Output class for visualstats() stats metric