Update plantsdataset.py

plantsdataset.py

@@ -6,7 +6,7 @@ Automatically generated by Colaboratory.
 Original file is located at
     https://colab.research.google.com/drive/1nkvgrtbJQaIBdnxYHl8WTpKVL_AzAzux
 """
-
+#https://drive.google.com/file/d/1QOFLMFCQn_RAjWf2Hbc80NZtxS2lOq3h/view?usp=share_link
 import datasets
 from datasets import load_dataset, DatasetInfo, Features, Value, ClassLabel, Split, SplitGenerator, GeneratorBasedBuilder, BuilderConfig, Array3D, Version
 import os
@@ -34,7 +34,7 @@ import numpy as np
 from datasets import DatasetInfo, Features, Value, ClassLabel, Split, SplitGenerator, GeneratorBasedBuilder, BuilderConfig
 from datasets import NamedSplit, Split, SplitGenerator
 import gdown
-_DRIVE_ID = "1fXgVwhdU5YGj0SPIcHxSpxkhvRh54oEH"
+_DRIVE_ID = "1QOFLMFCQn_RAjWf2Hbc80NZtxS2lOq3h"
 _URL = f"https://drive.google.com/uc?export=download&id={_DRIVE_ID}"
 
 class PlantsDataset(GeneratorBasedBuilder):
@@ -78,19 +78,24 @@ class PlantsDataset(GeneratorBasedBuilder):
         label_names = self.info.features['label'].names
         for label_name in label_names:
             subfolder_path = os.path.join(data_folder, label_name)
+            if not os.path.exists(subfolder_path):
+                print(f"Expected subfolder does not exist: {subfolder_path}")
+                continue
             label = label_names.index(label_name)
             for root, _, files in os.walk(subfolder_path):
+                if not files:
+                    print(f"No image files found in: {root}")
+                    continue
                 for file_name in files:
                     file_path = os.path.join(root, file_name)
                     if os.path.isfile(file_path) and file_name.lower().endswith(('.png', '.jpg', '.jpeg')):
-                        # Image ID should be unique, use filename for simplicity
                         image_id = os.path.splitext(file_name)[0]
                         yield image_id, {
-                            "image": file_path,  # Store file path as a string
+                            "image": file_path,
                             "label": label,
                         }
                     else:
-                        print(f"Skipped file {file_path}, since it is not an image."）
+                        print(f"Skipped file {file_path}, since it is not an image.")
 # Instantiate the dataset builder for PlantsDataset
 plants_dataset = PlantsDataset()