Update Stomatal_Images_Datasets.py

Stomatal_Images_Datasets.py

@@ -39,7 +39,6 @@ class NewDataset(datasets.GeneratorBasedBuilder):
             "scientific_name": datasets.Value("string"),
             "image_path": datasets.Value("string"),
             "image": datasets.Image(),
-            # datasets.Array3D(dtype="uint8", shape=(3,768, 1024)), # Assuming images are RGB with shape 768x1024
             "image_resolution": {
                 "width": datasets.Value("int32"),
                 "height": datasets.Value("int32"),
@@ -65,9 +64,8 @@ class NewDataset(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         
         data_files = dl_manager.download_and_extract({
-            "csv": "https://huggingface.co/datasets/XintongHe/Populus_Stomatal_Images_Datasets/resolve/main/data/Labeled Stomatal Images.csv",
-            "zip": "https://huggingface.co/datasets/XintongHe/Populus_Stomatal_Images_Datasets/resolve/main/data/Labeled Stomatal Images.zip",
-            "annotations_json": "https://huggingface.co/datasets/XintongHe/Populus_Stomatal_Images_Datasets/resolve/main/data/annotations.json"
+            "csv": "https://huggingface.co/datasets/XintongHe/Stomatal_Images_Datasets/resolve/main/data/Labeled Stomatal Images.csv",
+            "zip": "https://huggingface.co/datasets/XintongHe/Stomatal_Images_Datasets/resolve/main/data/Labeled Stomatal Images.zip"
         })
 
         
@@ -112,7 +110,7 @@ class NewDataset(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepaths, species_info, data_dir):
         """Yields examples as (key, example) tuples."""
         for file_name in filepaths:
-            image_id = os.path.splitext(file_name)[0]  # Extract the base name without the file extension
+            image_id = os.path.splitext(file_name)[0] 
             image_path = os.path.join(data_dir, f"{image_id}.jpg")
             label_path = os.path.join(data_dir, f"{image_id}.txt")
             img = Image.open(image_path)