Fix Quick Start: query_img_path is a PIL Image (Parquet embeds bytes), no os.path.join needed

README.md

@@ -79,23 +79,17 @@ A Bench for evaluating **design patent Freedom-To-Operate (FTO)** retrieval syst
 
 ```python
 from datasets import load_dataset
-from PIL import Image
-import os
 
 ds = load_dataset("PatSnap/design-fto-bench", split="test")
 print(f"Total samples: {len(ds)}")
 
 # Inspect one sample
 sample = ds[0]
-print(sample)
-
-# Load the query image
-# Images are stored under data/image/<query_img_path>
-img_path = os.path.join(
-    "<local_dataset_dir>/data/image",
-    sample["query_img_path"]
-)
-# img = Image.open(img_path)
+print(sample["query_pn"], sample["pair_name"])
+
+# query_img_path is a PIL Image (bytes embedded in the Parquet, no external lookup needed)
+img = sample["query_img_path"]
+print(f"Query image: {img.size}, mode={img.mode}")
 
 # Targets are the set of design patents whose images constitute infringement risk
 print(sample["target_pns"], sample["target_img_ids"])