nrtk.impls.perturb_image.generic.random_scale_perturber

Defines RandomScalePerturber to apply Albumentations’ Scale transformation to input images.

Classes:

RandomScalePerturber: A perturbation class for applying the Scale transformation from Albumentations.

Dependencies:

albumentations: For the underlying perturbations
numpy: For numerical operations and random number generation.
smqtk_image_io.AxisAlignedBoundingBox: For handling and adjusting bounding boxes.
nrtk.interfaces.perturb_image.PerturbImage: Base class for perturbation algorithms.
nrtk.impls.perturb_image.generic.albumentations_perturber: Base implementation for Albumentations perturbers.

Classes

RandomScalePerturber applies a Scale transformation from Albumentations.