from datasets import load_dataset
import os

dataset = load_dataset("cifar10", split="train", streaming=True)

os.makedirs("./nyc_ads_dataset", exist_ok=True)
for i, ex in zip(range(5), dataset):
    ex["img"].save(f"./nyc_ads_dataset/{i+1:03d}.jpg")