Average

class deeptrack.math.Average(features=typing.Union[typing.List[deeptrack.features.Feature], typing.Callable[..., typing.List[deeptrack.features.Feature]]], axis: int | Callable[[...], int] = 0, **kwargs)

Bases: Feature

Average of input images

If features is not None, it instead resolves all features in the list and averages the result.

Parameters

axisint or tuple of ints

Axis along which to average

features : list of features, optional

Methods Summary

get(images, axis, **kwargs)

Transform an image [abstract method].

Methods Documentation

get(images, axis, **kwargs)

Transform an image [abstract method].

Abstract method that defines how the feature transforms the input. The current value of all properties will be passed as keyword arguments.

Parameters

image‘Image’ or List[‘Image’]

The Image or list of images to transform.

**kwargsDict[str, Any]

The current value of all properties in properties as well as any global arguments.

Returns

‘Image’ or List[‘Image’]

The transformed image or list of images.

Raises

NotImplementedError

Must be overridden by subclasses.