diff --git a/tools/ImgDataset2WebDatasetMS.py b/tools/ImgDataset2WebDatasetMS.py
index bbe6672..03fbfbd 100644
--- a/tools/ImgDataset2WebDatasetMS.py
+++ b/tools/ImgDataset2WebDatasetMS.py
@@ -1,13 +1,14 @@
-# -*- coding: utf-8 -*-
 # @Author:  Pevernow (wzy3450354617@gmail.com)
 # @Date:    2025/1/5
 # @License: (Follow the main project)
-from PIL import PngImagePlugin
-PngImagePlugin.MAX_TEXT_CHUNK = 100 * 1024 * 1024  # Increase maximum size for text chunks
-import os
 import json
+import os
 import tarfile
-from PIL import Image
+
+from PIL import Image, PngImagePlugin
+
+PngImagePlugin.MAX_TEXT_CHUNK = 100 * 1024 * 1024  # Increase maximum size for text chunks
+
 
 def process_data(input_dir, output_tar_name="output.tar"):
     """
@@ -37,17 +38,12 @@ def process_data(input_dir, output_tar_name="output.tar"):
                     with Image.open(png_filepath) as img:
                         width, height = img.size
 
-                    with open(txt_filename, 'r', encoding='utf-8') as f:
+                    with open(txt_filename, encoding="utf-8") as f:
                         caption_content = f.read().strip()
 
-                    data = {
-                        "file_name": filename,
-                        "prompt": caption_content,
-                        "width": width,
-                        "height": height
-                    }
+                    data = {"file_name": filename, "prompt": caption_content, "width": width, "height": height}
 
-                    with open(json_filepath, 'w', encoding='utf-8') as outfile:
+                    with open(json_filepath, "w", encoding="utf-8") as outfile:
                         json.dump(data, outfile, indent=4, ensure_ascii=False)
 
                     print(f"Generated: {json_filename}")
@@ -59,7 +55,7 @@ def process_data(input_dir, output_tar_name="output.tar"):
                 print(f"Warning: No corresponding TXT file found for {filename}.")
 
     # Create a TAR file and include all files
-    with tarfile.open(output_tar_name, 'w') as tar:
+    with tarfile.open(output_tar_name, "w") as tar:
         for item in os.listdir(input_dir):
             item_path = os.path.join(input_dir, item)
             tar.add(item_path, arcname=item)  # arcname maintains the relative path of the file in the tar
@@ -67,7 +63,10 @@ def process_data(input_dir, output_tar_name="output.tar"):
     print(f"\nAll files have been packaged into: {output_tar_name}")
     print(f"Number of PNG images processed: {png_count}")
 
+
 if __name__ == "__main__":
     input_directory = input("Please enter the directory path containing PNG and TXT files: ")
-    output_tar_filename = input("Please enter the name of the output TAR file (default is output.tar): ") or "output.tar"
+    output_tar_filename = (
+        input("Please enter the name of the output TAR file (default is output.tar): ") or "output.tar"
+    )
     process_data(input_directory, output_tar_filename)