Update RDD_2020.py

RDD_2020.py

@@ -56,6 +56,7 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                     "height": datasets.Value("int32"),
                     "depth": datasets.Value("int32"),
                 }),
+                "image": datasets.Value("string"),
                 "image_path": datasets.Value("string"),
                 #"pics_array": datasets.Array3D(shape=(None, None, 3), dtype="uint8"),
                 "crack_type": datasets.Sequence(datasets.Value("string")),
@@ -138,6 +139,8 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                 image_id = f"{image_file.split('.')[0]}"
             
                 image_path = os.path.join(images_dir, image_file)
+
+                img = Image.open(image_path)
                 if annotations_dir:
                     annotation_file = image_id + '.xml'
                     annotation_path = os.path.join(annotations_dir, annotation_file)
@@ -166,6 +169,7 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                     "country": country_dir,
                     "type": split,
                     "image_path": image_path,
+                    'image' = img
                     "crack_type": crack_type,
                     "crack_coordinates": crack_coordinates,
                 }