tfm.vision.augment.cutout

Apply cutout (https://arxiv.org/abs/1708.04552) to image.

tfm.vision.augment.cutout(
    image: tf.Tensor, pad_size: int, replace: int = 0
) -> tf.Tensor

This operation applies a (2pad_size x 2pad_size) mask of zeros to a random location within image. The pixel values filled in will be of the value replace. The location where the mask will be applied is randomly chosen uniformly over the whole image.

image An image Tensor of type uint8.
pad_size Specifies how big the zero mask that will be generated is that is applied to the image. The mask will be of size (2pad_size x 2pad_size).
replace What pixel value to fill in the image in the area that has the cutout mask applied to it.

An image Tensor that is of type uint8.