class AllDS2020():
""" AllDS2020 CNN Class
Core AllDS2020 CNN Tensorflow 2.0 class.
"""
def __init__(self):
""" Initializes the class. """
self.Helpers = Helpers("Core")
self.Core = Model()
self.Helpers.logger.info("AllDS2020 CNN initialization complete.")
def do_train(self):
""" Creates & trains the model. """
self.Core.do_data()
self.Core.do_network()
self.Core.do_train()
self.Core.do_evaluate()
def do_load_model(self):
""" Loads the model """
self.Core.load_model_and_weights()
def do_classify(self):
""" Loads model and classifies test data """
self.do_load_model()
self.Core.test_classifier()
def do_server(self):
""" Loads the API server """
self.do_load_model()
self.Server = Server(self.Core)
self.Server.start()
def do_http_classify(self):
""" Loads model and classifies test data """
self.Core.test_http_classifier()
class ALLoneAPI():
""" ALLoneAPI CNN
Core class for the OneAPI Acute Lymphoblastic Leukemia Classifier CNN.
"""
def __init__(self):
""" Initializes the class. """
self.Helpers = Helpers("Core")
self.Core = Model()
self.Helpers.logger.info("Class initialization complete.")
def do_train(self):
""" Creates & trains the model. """
self.Core.do_data()
self.Core.do_network()
self.Core.do_train()
self.Core.do_evaluate()
def do_load_model(self):
""" Loads the model """
self.Core.load_model_and_weights()
def do_classify(self):
""" Loads model and classifies test data """
self.do_load_model()
self.Core.test_classifier()
def do_server(self):
""" Loads the API server """
self.do_load_model()
self.Server = Server(self.Core)
self.Server.start()
def do_http_classify(self):
""" Loads model and classifies test data """
self.Core.test_http_classifier()