Update RDD_2020.py

RDD_2020.py

@@ -106,31 +106,30 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
       
 
     def _generate_examples(self, images_dir, annotations_dir, split):
-    """Yields examples as (key, example) tuples."""
-    
-    # Loop over each country directory in the images_dir
+        """Yields examples as (key, example) tuples."""
+      # Loop over each country directory in the images_dir
         for country_dir in os.listdir(images_dir):
             country_images_dir = os.path.join(images_dir, country_dir)
             country_annotations_dir = os.path.join(annotations_dir, country_dir, "xmls")
         
-        # Now loop over each image in the country's image directory
+            # Now loop over each image in the country's image directory
             for image_file in os.listdir(country_images_dir):
                 if not image_file.endswith('.jpg'):
                     continue
                 image_id = image_file.split('.')[0]
                 annotation_file = image_id + '.xml'
                 annotation_path = os.path.join(country_annotations_dir, annotation_file)
-
+    
                 if not os.path.exists(annotation_path):
                     continue
-
+    
                 tree = ET.parse(annotation_path)
                 root = tree.getroot()
-
+    
                 image_path = os.path.join(country_images_dir, image_file)
                 crack_type = []
                 crack_coordinates = []
-
+    
                 for obj in root.findall('object'):
                     crack_type.append(obj.find('name').text)
                     bndbox = obj.find('bndbox')
@@ -142,7 +141,7 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                     }
                     crack_coordinates.append(coordinates)
 
-            # Assuming images are of uniform size, you might want to adjust this or extract from image directly
+                # Assuming images are of uniform size, you might want to adjust this or extract from image directly
                 image_resolution = {"width": 600, "height": 600, "depth": 3} if country_dir != "India" else {"width": 720, "height": 720, "depth": 3}
 
                 yield image_id, {