CutOutSemantic

 CutOutSemantic (holes_num=1, occlusion_class=-1,
                 modifier:RegionModifier=None,
                 hole_maker:HoleMakerTechnique=None, p=0.5)

Defines the amount of holes, the class to be occluded, the technique used to make them and the probability of apply the technique.

	Type	Default	Details
holes_num	int	1	The amount of holes to make.
occlusion_class	int	-1	The class to remove. If -1, selects it randomly in each use.
modifier	RegionModifier	None	The modifier that defines the traditional augments to apply to the selected regions.
hole_maker	HoleMakerTechnique	None	The strategy used to make the holes.
p	float	0.5	The probability of applying this technique.

The default technique used to make those holes is the HoleMakerRandom technique.

CutOut technique was defined and implemented here.

source

CutOutSemantic.before_batch

 CutOutSemantic.before_batch ()

Applies the CutOut technique with semantic information (only applies the CutOut to a selected class).