Create python script for applying watershed technique

[TerenceTYAranowitz]

Description

Modify augmentations.py so that we have an augmentation that applies the watershed technique to the images. It will return a tuple of the mask of the images as well the number of focci detected.

NOTE: Watershed augmentation must be the last augmentation to be called as it will return a tuple instead of just the image itself so it will not fit as a input to other augmentations which only expect the image and not a tuple.

Files

augmentation.py

Tasks

• [ ] Create new ApplyWatershed class in augmentations.py
• [ ] Create a call function for augmentations.py and apply watershed to the image get the number of focci and also return the masked image for later

[JarrodRShepherd]

Sounds good, let's start working on it!