diff --git a/.gitignore b/.gitignore
index a706984..55c2400 100644
--- a/.gitignore
+++ b/.gitignore
@@ -33,3 +33,4 @@ paddleocr.egg-info/
 /deploy/android_demo/app/cache/
 test_tipc/web/models/
 test_tipc/web/node_modules/
+paddle/
diff --git a/scripts/dataset_validation.py b/scripts/dataset_validation.py
new file mode 100644
index 0000000..d660ce5
--- /dev/null
+++ b/scripts/dataset_validation.py
@@ -0,0 +1,35 @@
+import os
+import cv2
+
+def rename_files(directory_path: str):
+    extensions = set()
+
+    for file in os.listdir(directory_path):
+        filename, extension = file.split(".")
+        extensions.add(extension)
+        old_filename = os.path.join(directory_path, file)
+        new_filename = os.path.join(directory_path, f"{filename}.jpg")
+        if old_filename != new_filename:
+            print(f"{old_filename} -> {new_filename}")
+            os.rename(old_filename, new_filename)
+
+def check_images(directory_path: str):
+    for file in os.listdir(directory_path):
+        try:
+            img = cv2.imread(os.path.join(directory_path, file))
+            if img is None:
+                print(file)
+        except Exception:
+            print(file)
+
+def check_labels(dir_path: str) -> int:
+    for filename in os.listdir(dir_path):
+        name, extension = filename.split(".")
+        if len(name) != 17:
+            print(filename)
+        
+
+# rename_files("train_data/images/")
+# check_images("train_data/images/")
+check_labels("train_data/images/")
+