Performing augmentations

[subhamoysgit]

As a data scientist
I want _ to perform augmentation on images_
so that a diverse training data can be simulated

Additional Details/Description

• We will have the option to perform a (horizontal/vertical) flip, rotation, shift, brightness scaling, and blurring in any order
• Amount of certain types of augmentation
• Ordering of augmentation

List of Assumptions/Acceptance criteria

• make sure that the images have a single plane
• make sure the augmented images have the same size as the original
• image format (jpeg/fits/pickle)
• images have the same resolution (each pixel covers a certain angular extent on the Sun)

List of Tasks

• Inputs from the user about # of augmentations, amount, and order
• Apply the set of transformations to return the augmented image
• Fill the missing regions with meaningful data for transformations like rotation

Definition of Done

For a user input image tile and set of augmentations, return an augmented image of the same size