Create load_dataset.py

load_dataset.py

@@ -0,0 +1,24 @@
+import os
+import pandas as pd
+from datasets import Dataset, DatasetDict, load_dataset
+from PIL import Image
+
+def load_my_dataset(data_dir):
+    # Load the CSV file
+    csv_path = os.path.join(data_dir, 'Captions.csv')
+    df = pd.read_csv(csv_path)
+
+    # Define a function to load images
+    def load_image(image_path):
+        return Image.open(os.path.join(data_dir, image_path))
+
+    # Create a dataset from the DataFrame
+    dataset = Dataset.from_pandas(df)
+
+    # Map the image loading function to the dataset
+    dataset = dataset.map(lambda example: {'image': load_image(example['image_path'])})
+
+    return dataset
+
+# Example usage
+# dataset = load_my_dataset('path_to_your_data_directory')