diff --git a/scripts/dataset_validation.py b/scripts/dataset_validation.py
index 7250c24..7cc6a9e 100644
--- a/scripts/dataset_validation.py
+++ b/scripts/dataset_validation.py
@@ -1,5 +1,6 @@
 import os
 import cv2
+from PIL import Image
 
 def rename_files(directory_path: str):
     extensions = set()
@@ -37,8 +38,29 @@ def check_symbols(dir_path: str):
             if any([char not in dict_chars for char in label]):
                 print(filename)
 
+def max_height(dir_path: str):
+    max_height = 0
+    max_filename = ''
+    for filename in os.listdir(dir_path):
+        im = Image.open(os.path.join(dir_path, filename))
+        if im.height > max_height:
+            max_height = im.height
+            max_filename = filename
+
+    print(max_filename, max_height)
+
+def resize_to_height(dir_path: str, target_height=48):
+    for filename in os.listdir(dir_path):
+        with Image.open(os.path.join(dir_path, filename)) as img:
+            width_percent = target_height / float(img.height)
+            new_width = int(float(img.width) * width_percent)
+            resized_img = img.resize((new_width, target_height), Image.LANZOS)
+            resized_img.save(os.path.join(dir_path, filename))
+            
+    
+
 # rename_files("train_data/images/")
 # check_images("train_data/images/")
 # check_labels("train_data/images/")
-check_symbols("train_data/")
-
+# check_symbols("train_data/")
+# max_height("train_data/images")