Update README.md

README.md

@@ -136,22 +136,19 @@ The dataset can be loaded and used with the Hugging Face `datasets` library:
 
 ```python
 from datasets import load_dataset
+from IPython.display import display
+from PIL import Image
+import io
 
-# Load the entire dataset
-dataset = load_dataset('xuemduan/reevaluate-image-text-pairs')
-
-# Access specific splits
-train_set = load_dataset('xuemduan/reevaluate-image-text-pairs', split='train')
-val_set = load_dataset('xuemduan/reevaluate-image-text-pairs', split='validation')
-test_set = load_dataset('xuemduan/reevaluate-image-text-pairs', split='test')
-
-# Iterate through samples
-for sample in train_set:
-    image_path = sample['image']
-    uuid = sample['uuid']
-    object_type = sample['object_type']  
-    query_texts = sample['query_text']  
-    description_text = sample['target_txt']  
+ds = load_dataset("xuemduan/reevaluate-image-text-pairs")
+
+sample = ds["train"][0]
+
+print(sample["uuid"])
+print(sample["object_type"])
+print(sample["query_text"])
+print(sample["target_text"])
+display(sample["image"])
 ```
 
 ## Citation