fix

README.md

@@ -1,13 +1,35 @@
 ---
+language:
+- en
 license: cc-by-nc-nd-4.0
 task_categories:
 - video-classification
-language:
-- en
 tags:
 - code
 - legal
 - finance
+dataset_info:
+  features:
+  - name: photo
+    dtype: image
+  - name: video
+    dtype: string
+  - name: worker_id
+    dtype: string
+  - name: set_id
+    dtype: string
+  - name: age
+    dtype: int8
+  - name: country
+    dtype: string
+  - name: gender
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 45568435
+    num_examples: 14
+  download_size: 458883249
+  dataset_size: 45568435
 ---
 
 # Presentation Attack Detection 2D Dataset

presentation-attack-detection-2d-dataset.py

@@ -62,7 +62,7 @@ class PresentationAttackDetection2dDataset(datasets.GeneratorBasedBuilder):
         for idx, (image_path, image) in enumerate(attacks):
             if image_path.endswith("jpg"):
                 yield idx, {
-                    "photo": {"path": image_path, "bytes": image},
+                    "photo": {"path": image_path, "bytes": image.read()},
                     "video": annotations_df.loc[
                         annotations_df["set_id"].str.contains(
                             "|".join(image_path.split("/")[0])