ImageStatistics Flags

Each category of flags contains a specific set of image metrics that can be used with the ImageStats, the ChannelStats, and the Linter classes. The how-to How to customize the metrics for data cleaning shows how to customize the metrics from a flag category.

flag dataeval.flags.ImageStatistics(value)

Valid values are as follows:

MEAN = <ImageStatistics.MEAN: 1>
STD = <ImageStatistics.STD: 2>
VAR = <ImageStatistics.VAR: 4>
SKEW = <ImageStatistics.SKEW: 8>
KURTOSIS = <ImageStatistics.KURTOSIS: 16>
ENTROPY = <ImageStatistics.ENTROPY: 32>
PERCENTILES = <ImageStatistics.PERCENTILES: 64>
HISTOGRAM = <ImageStatistics.HISTOGRAM: 128>