"""Baseline Dataset class."""
import os
[docs]class Dataset:
"""Simple abstract class for datasets.
Args:
name: Absolute path to dataset file.
"""
def __init__(self, name: str, *_):
self.name = name if name else None
self.x_train = None
self.y_train = None
self.x_valid = None
self.y_valid = None
self.x_test = None
self.y_test = None
@property
def data_filename(self) -> str: # type: ignore[return-value]
"""Return the absolute path to the dataset."""
return os.path.abspath(self.name) # type: ignore
[docs] def load_data(self):
"""Empty method to import or create data."""
[docs] def prepare_data(self):
"""Empty method to prepare or convert data."""
[docs] def normalize_dataset(self):
"""Empty method to normalise images in the dataset."""