class ManualAugmentation():
def __init__(self):
###############################################################
#
# Sets up all default requirements and placeholders
# needed for the Acute Myeloid Leukemia Classifier.
#
###############################################################
self.Data = Data()
def processDataset(self):
###############################################################
#
# Make sure you have your equal amounts of positive and negative
# samples in the Model/Data directories.
#
# Only run this function once! it will continually make copies
# of all images in the Settings->TrainDir directory specified
# in Required/confs.json
#
###############################################################
self.Data.processDataset()
class Augmentation():
""" ALL Detection System 2019 Manual Data Augmentation Class
Manual data augmentation wrapper class for the ALL Detection System 2019 Data Augmentation project.
"""
def __init__(self):
""" Initializes the Augmentation class. """
self.Data = Data()
def processDataset(self):
""" Processes the AML/ALL Detection System Dataset.
Make sure you have your equal amounts of positive and negative
samples in the Model/Data directories.
Only run this function once! it will continually make copies
of all images in the Settings->TrainDir directory specified
in Required/confs.json
"""
self.Data.processDataset()