import os
import wget
import zipfile
wget.download("https://storage.googleapis.com/mledu-datasets/cats_and_dogs_filtered.zip")
with zipfile.ZipFile("cats_and_dogs_filtered.zip","r") as zip_ref:
zip_ref.extractall()
base_dir = 'cats_and_dogs_filtered'
train_dir = os.path.join(base_dir, 'train')
validation_dir = os.path.join(base_dir, 'validation')