mlr_pipeopsaugment_color_jitter function

Color Jitter Augmentation

Calls torchvision::transform_color_jitter, see there for more information on the parameters. The preprocessing is applied to each element of a batch individually.

Format

R6Class inheriting from PipeOpTaskPreprocTorch.

Parameters

Id	Type	Default	Levels	Range
brightness	numeric	0		$[0, Inf)$
contrast	numeric	0		$[0, Inf)$
saturation	numeric	0		$[0, Inf)$
hue	numeric	0		$[0, Inf)$
stages	character	-	train, predict, both	-
affect_columns	untyped	selector_all()		-