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+oid sha256:93c92008bb2aaea749a0c242f625e6c1e39efa26e2bd8bf579229acc0639545b
+size 1962
diff --git a/masks/99_mask.png b/masks/99_mask.png
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index 0000000000000000000000000000000000000000..0c95822a4ea38b33ddb404ef71c1b04b01f766fd
--- /dev/null
+++ b/masks/99_mask.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:f85f60e7aa72121ac11259389453a4717c6f0e591ecd823c1aed1a86e22676ea
+size 2536
diff --git a/masks/9_mask.png b/masks/9_mask.png
new file mode 100644
index 0000000000000000000000000000000000000000..aa1c58bcc5e83bdd2b59724a46e8ec52200058c7
--- /dev/null
+++ b/masks/9_mask.png
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+version https://git-lfs.github.com/spec/v1
+oid sha256:c481d1fd2f9a127a53922f8e6d3fbbad821174443dc2476ea56386af63b4945f
+size 2164
diff --git a/utils/generate_csv.py b/utils/generate_csv.py
new file mode 100644
index 0000000000000000000000000000000000000000..66aa40f8b729ec35e3961aaec50c01bcf431a706
--- /dev/null
+++ b/utils/generate_csv.py
@@ -0,0 +1,54 @@
+import os
+import csv
+import random
+
+def generate_csv(image_folder, mask_folder, output_csv):
+    # List all image files in the folder
+    img_files = [f for f in os.listdir(image_folder) if f.endswith('.png')]
+    
+    # Ensure reproducibility by setting a random seed
+    random.seed(42)
+    random.shuffle(img_files)
+    
+    # Split the list into 70% training and 30% testing
+    split_index = int(len(img_files) * 0.7)
+    train_files = img_files[:split_index]
+    test_files = img_files[split_index:]
+    
+    # Open the CSV file for writing
+    with open(output_csv, 'w', newline='') as csvfile:
+        fieldnames = ['imgs', 'labels', 'split', 'fold']
+        writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
+        
+        writer.writeheader()  # Write the CSV header
+        
+        # Helper function to write rows to the CSV
+        def write_rows(files, split_type):
+            for img_filename in files:
+                base_filename = os.path.splitext(img_filename)[0]  # Get the base filename without extension
+                mask_filename = os.path.join(mask_folder, f"{base_filename}_mask.png")  # Construct mask filename
+                img_filepath = os.path.join(image_folder, img_filename)  # Full path to the image file
+
+                # Ensure the mask file exists before writing to CSV
+                if os.path.exists(mask_filename):
+                    writer.writerow({
+                        'imgs': img_filepath,
+                        'labels': mask_filename,
+                        'split': split_type,
+                        'fold': 0
+                    })
+                else:
+                    print(f"Warning: Mask file not found for image {img_filename}, skipping.")
+        
+        # Write training data
+        write_rows(train_files, 'training')
+        
+        # Write testing data
+        write_rows(test_files, 'test')
+
+# Example usage
+image_folder = '/home/abdelrahman.elsayed/DB/images'  # Folder with image files
+mask_folder = '/home/abdelrahman.elsayed/DB/masks'    # Folder with mask files
+output_csv = '/home/abdelrahman.elsayed/DB/data_split.csv'  # Output CSV file path
+
+generate_csv(image_folder, mask_folder, output_csv)
diff --git a/utils/prepare_data.py b/utils/prepare_data.py
new file mode 100644
index 0000000000000000000000000000000000000000..a11197200e556913c3b3bed2f53bbc75624bf335
--- /dev/null
+++ b/utils/prepare_data.py
@@ -0,0 +1,31 @@
+import os
+
+def append_mask_to_labels(directory):
+    # Loop through all files in the directory
+    for filename in os.listdir(directory):
+        # Get the full path of the current file
+        file_path = os.path.join(directory, filename)
+
+        # Ensure it's a file (not a subdirectory)
+        if os.path.isfile(file_path):
+            # Split the filename and its extension
+            file_name, file_extension = os.path.splitext(filename)
+            file_list = file_name.split("_")
+            # print(file_list[0])
+
+            # Create the new filename by appending "_mask"
+            new_filename = f"{file_list[0]}_mask{file_extension}"
+
+            # Get the full path for the new filename
+            new_file_path = os.path.join(directory, new_filename)
+
+            # Rename the file
+            os.rename(file_path, new_file_path)
+            print(f"Renamed: {filename} -> {new_filename}")
+
+if __name__ == "__main__":
+    # Replace with the path to your labels directory
+    labels_directory = "/home/abdelrahman.elsayed/DB/masks"
+
+    # Call the function to append "_mask" to each label
+    append_mask_to_labels(labels_directory)