Update RDD_2020.py

RDD_2020.py

@@ -52,14 +52,8 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                 "image_id": datasets.Value("string"),
                 "country": datasets.Value("string"),
                 "type": datasets.Value("string"),
-                "image_resolution": datasets.Features({
-                    "width": datasets.Value("int32"),
-                    "height": datasets.Value("int32"),
-                    "depth": datasets.Value("int32"),
-                }),
                 "image": datasets.Image(),
                 "image_path": datasets.Value("string"),
-                #"pics_array": datasets.Array3D(shape=(None, None, 3), dtype="uint8"),
                 "crack_type": datasets.Sequence(datasets.Value("string")),
                 "crack_coordinates": datasets.Sequence(datasets.Features({
                     "x_min": datasets.Value("int32"),
@@ -84,11 +78,6 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
         name: dl_manager.download_and_extract(url)
         for name, url in urls_to_download.items()
         }
-       # print( downloaded_files['train'])
-
-     
-       # files_and_directories = os.listdir(directory_path)
-       # print(files_and_directories)
 
         return [
             datasets.SplitGenerator(
@@ -121,10 +110,6 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
         for country_dir in ['Czech', 'India', 'Japan']:
             images_dir = f"{filepath}/{country_dir}/images"
             
-          #  print(os.listdir(filepath))
-          # print(os.listdir(filepath))
-          #  print(os.listdir(f"{filepath}/{country_dir}"))
-            
             annotations_dir = f"{filepath}/{country_dir}/annotations/xmls" if split == "train" else None
 
             # Iterate over each image in the country's image directory
@@ -164,8 +149,8 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                     "image_id": image_id,
                     "country": country_dir,
                     "type": split,
-                    "image_path": image_path,
                     "image": img,
+                    "image_path": image_path,
                     "crack_type": crack_type,
                     "crack_coordinates": crack_coordinates,
                 }