dataeval.metrics.stats.PixelStatsOutput¶

class dataeval.metrics.stats.PixelStatsOutput¶

Output class for pixelstats() stats metric.

mean¶

Mean of the pixel values of the images

std¶

Standard deviation of the pixel values of the images

var¶

Variance of the pixel values of the images

skew¶

Skew of the pixel values of the images

kurtosis¶

Kurtosis of the pixel values of the images

histogram¶

Histogram of the pixel values of the images across 256 bins scaled between 0 and 1

entropy¶

Entropy of the pixel values of the images

get_channel_mask(channel_index, channel_count=None)¶

Boolean mask for results filtered to specified channel index and optionally the count of the channels per image.

Parameters:¶

channel_index : int | Iterable[int] | None¶: Index or indices of channel(s) to filter for
channel_count : int | Iterable[int] | None¶: Optional count(s) of channels to filter for

Return type:¶

list[bool]

meta()¶

Metadata about the execution of the function or method for the Output class.