Update RDD_2020.py

RDD_2020.py

@@ -9,6 +9,7 @@ import datasets
 import logging
 import xml.etree.ElementTree as ET
 import os
+from PIL import Image
 
 # TODO: Add BibTeX citation
 # Find for instance the citation on arxiv or on the dataset repo/website
@@ -56,7 +57,7 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                     "height": datasets.Value("int32"),
                     "depth": datasets.Value("int32"),
                 }),
-               # "image": datasets.Value("string"),
+                "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")),
@@ -139,7 +140,7 @@ 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)
+               img = Image.open(image_path)
                 
                 if annotations_dir:
                     annotation_file = image_id + '.xml'
@@ -168,8 +169,8 @@ class RDD2020_Dataset(datasets.GeneratorBasedBuilder):
                     "image_id": image_id,
                     "country": country_dir,
                     "type": split,
+                     "image": img,
                     "image_path": image_path,
-                  #  "image": img,
                     "crack_type": crack_type,
                     "crack_coordinates": crack_coordinates,
                 }