Update README.md

README.md

@@ -46,13 +46,33 @@ Script to download and use the dataset:
 
 ```python
 from datasets import load_dataset
+from huggingface_hub import hf_hub_download
+import os
+from zipfile import ZipFile
+from PIL import Image
 
-products = load_dataset("allietran/CAMEO", "products")
-reviews = load_dataset("allietran/CAMEO", "reviews")
+# 1. Load products and reviews datasets
+products = load_dataset("allietran/CAMEO", "products", split="test")
+reviews = load_dataset("allietran/CAMEO", "reviews", split="test")
 
-print(products["test"][0])
-print(reviews["test"][0])
+# 2. Download the images
+zip_path = hf_hub_download(repo_id="allietran/CAMEO", filename="images.zip", repo_type="dataset")
 
-img = products["test"][0]["image_path"]
-print(type(img))
+# 3. Extract images to a local folder
+extract_path = "./images"
+with ZipFile(zip_path, 'r') as zip_ref:
+    zip_ref.extractall(extract_path)
+
+# 4. Access a row
+sample = products[0]
+relative_path = sample["image_path"]
+
+# 5. Open the image manually
+full_path = os.path.join(extract_path, relative_path)
+
+if os.path.exists(full_path):
+    img = Image.open(full_path)
+    img.show()
+else:
+    print(f"File not found at: {full_path}")
 ```