diff --git a/rename_images.py b/rename_images.py
new file mode 100644
index 0000000000000000000000000000000000000000..a91cfa21932242beccf38b46d83e2ac2051d99b4
--- /dev/null
+++ b/rename_images.py
@@ -0,0 +1,29 @@
+import os
+from pathlib import Path
+
+def rename_images(images_dir):
+    """Renomme les fichiers images pour qu'ils correspondent aux noms attendus."""
+    for img_file in os.listdir(images_dir):
+        if img_file.startswith('output_page_KID_'):
+            # Extraire le numéro de page
+            page_num = img_file.split('kid-page-')[1].replace('.jpg', '')
+            # Créer le nouveau nom de fichier
+            new_name = f"kid-page-{page_num}.png"
+            # Renommer le fichier
+            old_path = images_dir / img_file
+            new_path = images_dir / new_name
+            os.rename(old_path, new_path)
+            print(f"Renommé {img_file} -> {new_name}")
+
+def main():
+    # Traiter chaque split
+    for split in ['train', 'validation', 'test']:
+        split_dir = Path(split)
+        images_dir = split_dir / "images"
+        
+        # Renommer les images
+        rename_images(images_dir)
+        print(f"Traité le dossier {split}/images")
+
+if __name__ == "__main__":
+    main() 
\ No newline at end of file
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