dataeval.metrics.stats.PixelStatsOutput#

class dataeval.metrics.stats.PixelStatsOutput#

Output class for pixelstats() stats metric

mean#

Mean of the pixel values of the images

Type:

NDArray[np.float16]

std#

Standard deviation of the pixel values of the images

Type:

NDArray[np.float16]

var#

Variance of the pixel values of the images

Type:

NDArray[np.float16]

skew#

Skew of the pixel values of the images

Type:

NDArray[np.float16]

kurtosis#

Kurtosis of the pixel values of the images

Type:

NDArray[np.float16]

histogram#

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

Type:

NDArray[np.uint32]

entropy#

Entropy of the pixel values of the images

Type:

NDArray[np.float16]