luxonis_ml.data.datasets.ClassificationAnnotation

class documentation

class ClassificationAnnotation(Annotation):

Dummy wrapper annotation for classification tasks.

There is no explicit annotation field for classification tasks, instead the class name of a detection is interpreted as the class label and interpreted as belonging to the entire image.

Multiple classification annotations are multi-hot encoded into a single vector with length equal to the total number of classes.

Static Method combine_to_numpy Combine classification annotations into a multi-hot label vector.

@staticmethod
@override

def combine_to_numpy(annotations: list[ClassificationAnnotation], classes: list[int], n_classes: int) -> np.ndarray: ¶

overrides luxonis_ml.data.datasets.Annotation.combine_to_numpy

Combine classification annotations into a multi-hot label vector.

Parameters
annotations:`list[ClassificationAnnotation]`	Classification annotations to combine.
classes:`list[int]`	Class IDs associated with the annotations.
n_classes:`int`	Total number of known classes.

Returns
`np.ndarray`	Multi-hot class label vector of shape (N, ) where N is the total number of classes.