fix: script, docs: readme

README.md

@@ -1,14 +1,30 @@
 ---
+language:
+- en
 license: cc-by-nc-nd-4.0
 task_categories:
 - image-to-image
 - image-classification
 - object-detection
-language:
-- en
 tags:
 - biology
 - code
+dataset_info:
+  features:
+  - name: id
+    dtype: int32
+  - name: image
+    dtype: image
+  - name: mask
+    dtype: image
+  - name: bboxes
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 184108240
+    num_examples: 51
+  download_size: 183666433
+  dataset_size: 184108240
 ---
 
 # Cows Detection Dataset

cows-detection-dataset.py

@@ -49,7 +49,7 @@ class CowsDetectionDataset(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         images = dl_manager.download(f"{_DATA}images.tar.gz")
-        masks = dl_manager.download(f"{_DATA}masks.tar.gz")
+        masks = dl_manager.download(f"{_DATA}boxes.tar.gz")
         annotations = dl_manager.download(f"{_DATA}{_NAME}.csv")
         images = dl_manager.iter_archive(images)
         masks = dl_manager.iter_archive(masks)
@@ -74,5 +74,5 @@ class CowsDetectionDataset(datasets.GeneratorBasedBuilder):
                 "id": annotations_df["image_id"].iloc[idx],
                 "image": {"path": image_path, "bytes": image.read()},
                 "mask": {"path": mask_path, "bytes": mask.read()},
-                "bboxes": annotations_df["bboxes"].iloc[idx],
+                "bboxes": annotations_df["annotations"].iloc[idx],
             }