nrtk.impls.perturb_image.generic.albumentations_perturber

This module defines the AlbumentationsPerturber class, which runs any BasicTransform from the Albumentations module on input images.

Classes:

AlbumentationsPerturber: A perturbation class for applying perturbations from Albumentations

Dependencies:

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.
albumentations: For the underlying perturbations

Classes

AlbumentationsPerturber applies a BasicTransform from Albumentations Methods: perturb: Applies the specified to an input image.