class
MaskDropout
extends
_NoParamsTransform[Empty]MaskDropout(max_objects: int = 1, image_fill_value: float = 0.0, mask_fill_value: float = 0.0, p: float = 0.5)Drop random mask label regions from image + mask (Albumentations MaskDropout).
Parameters
max_objectsint= 1Max number of distinct mask labels to zero out.
image_fill_valuefloat= 0.0No description.
mask_fill_valuefloat= 0.0No description.
pfloat= 0.5No description.
Examples
>>> import lucid, lucid.utils.transforms as T
>>> tf = T.MaskDropout(p=1.0)
>>> tuple(tf(T.Image(lucid.rand(3, 32, 32))).data.shape)
(3, 32, 32)