def __init__(self, name, data_dir=path_locations["data"]):
        """The dataset default constructor.

        Args:
            name: A string, name of the dataset.
            data_dir (optional): The path of the datasets on disk.
        """

        self.data_dir = os.path.join(data_dir, name)
        self.name = name
        self.images = None
        self.labels = None
The dataset default constructor.

        Args:
            name: A string, name of the dataset.
            data_dir (optional): The path of the datasets on disk.
        
examples/inverse_gan_author_utils.py