mlr_pipeops_augment_random_resized_crop {mlr3torch}R Documentation

Random Resized Crop Augmentation

Description

Calls torchvision::transform_random_resized_crop, 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
size untyped - -
scale untyped c(0.08, 1) -
ratio untyped c(3/4, 4/3) -
interpolation integer 2 [0, 3]
stages character - train, predict, both -
affect_columns untyped selector_all() -

[Package mlr3torch version 0.2.1 Index]