dataeval.metrics.stats.VisualStatsOutput¶

class dataeval.metrics.stats.VisualStatsOutput¶

Output class for visualstats() stats metric.

brightness¶

Brightness of the images

Type:¶

NDArray[np.float16]

contrast¶

Image contrast ratio

Type:¶

NDArray[np.float16]

darkness¶

Darkness of the images

Type:¶

NDArray[np.float16]

missing¶

Percentage of the images with missing pixels

Type:¶

NDArray[np.float16]

sharpness¶

Sharpness of the images

Type:¶

NDArray[np.float16]

zeros¶

Percentage of the images with zero value pixels

Type:¶

NDArray[np.float16]

percentiles¶

Percentiles of the pixel values of the images with quartiles of (0, 25, 50, 75, 100)

Type:¶

NDArray[np.float16]