dataeval.metrics.stats.LabelStatsOutput¶

class dataeval.metrics.stats.LabelStatsOutput¶

Output class for labelstats() stats metric.

label_counts_per_class¶

Dictionary whose keys are the different label classes and values are total counts of each class

label_counts_per_image¶

Number of labels per image

image_counts_per_class¶

Dictionary whose keys are the different label classes and values are total counts of each image the class is present in

image_indices_per_class¶

Dictionary whose keys are the different label classes and values are lists containing the images that have that label

image_count¶

Total number of images present

class_count¶

Total number of classes present

label_count¶

Total number of labels present

class_names¶

data()¶

The output data as a dictionary.

meta()¶

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

to_dataframe()¶

Exports the label statistics output results to a polars DataFrame.

to_table()¶

Formats the label statistics output results as a table.