metadata v9

app.py

@@ -44,6 +44,8 @@ def build_database():
     # Debug: Print dataset structure
     print("Dataset structure:", dataset.features)
     print("First item structure:", dataset[0])
+    print("Dataset type:", type(dataset))
+    print("Dataset item type:", type(dataset[0]))
 
     for i in range(0, len(dataset), batch_size):
         batch = dataset[i:i + batch_size]
@@ -51,8 +53,17 @@ def build_database():
 
         for j, item in enumerate(batch):
             try:
-                # The image is already a PIL Image object
-                img = item["image"]
+                print(f"Debug - Processing item {i+j}")
+                print(f"Debug - Item type: {type(item)}")
+                print(f"Debug - Item content: {item}")
+                
+                # Handle both dictionary and direct image access
+                if isinstance(item, dict):
+                    img = item["image"]
+                else:
+                    img = item.image
+                
+                print(f"Debug - Image type: {type(img)}")
                 
                 # Ensure image is in RGB mode
                 img = img.convert("RGB")