SelfMix

 SelfMix (holes_num:int=1, ROI_class:int=-1, modifier:RegionModifier=None,
          p:float=0.5)

Defines the amount of holes, 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.
ROI_class	int	-1	The class to be used to select the ROI.
modifier	RegionModifier	None	The modifier that defines the traditional augments to apply to the selected regions.
p	float	0.5	The probability of applying this technique.

SelfMix technique extracts a ROI and overlaps it, with transparece, in another image.

In our library, SelfMix is just a particular case of TranspareceMix with a HoleMakerROI technique.

The definition and implementation of this technique can be found here.

 TransparenceMix.before_batch ()

Applies the CutMix technique.