Cutout

class CVAugmentor.assets.augmentations._cutout.Cutout(max_size: int | float | None = None, max_count: int | None = None)

Cutout a random part of the image. This operation cuts out a random part of the image and replaces it with a black rectangle.

Usage

The class instance must be called.

__init__(max_size: int | float | None = None, max_count: int | None = None) → None

Constructor of the Cutout class.

Parameters:

max_size (int or float, optional) – Maximum size of the cutout. The default value is None. If None, a random maximum size will be used.
max_count (int, optional) – Maximum number of cutouts. The default value is None. If None, a random maximum count will be used.

Return type:

None.

_cutout(image: Image) → Image

The cutout operation.