def __init__(self, images_dir, clustering_dir, classfication_dir, output_dir=None):
    '\n        thie function initializes the network class\n        :param images_dir: \n        :param clustering_dir: \n        :param classfication_dir: \n        '
    self.images_dir = images_dir
    self.clustering_dir = clustering_dir
    self.classification_dir = classfication_dir
    self.model = None
    self.output_dir = output_dir
    self.model_file_name = 'finalModel.h5'
thie function initializes the network class
:param images_dir: 
:param clustering_dir: 
:param classfication_dir:
def __init__(self, images_dir, clustering_dir, classfication_dir, output_dir=None):
    '\n        thie function initializes the network class\n        :param images_dir: \n        :param clustering_dir: \n        :param classfication_dir: \n        '
    self.images_dir = images_dir
    self.clustering_dir = clustering_dir
    self.classification_dir = classfication_dir
    self.model = None
    self.output_dir = output_dir
    self.model_file_name = 'finalModel.h5'