morphoclass.transforms.global_features.abstract_global_feature_extractor module

Implementation of the abstract base class for global feature extractors.

class morphoclass.transforms.global_features.abstract_global_feature_extractor.AbstractGlobalFeatureExtractor

Bases: abc.ABC

A morphology data transform for global feature extraction.

abstract extract_global_feature(data)

Extract a particular global feature.

Child classes should implement this function.

Parameters

data – A morphology data sample.

Returns

Return type

The value of the global feature for the given data sample.