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]