Update app.py

app.py

@@ -2,7 +2,7 @@ import streamlit as st
 from PIL import Image
 import os
 from ocr_tamil.ocr import OCR
-from googletrans import Translator
+from deep_translator import GoogleTranslator
 
 # Load OCR models
 ocr_detect = OCR(detect=True, enable_cuda=False)
@@ -11,7 +11,7 @@ ocr_recognize = OCR(detect=False, enable_cuda=False)
 # Language code mapping
 lang_codes = {
     'English': 'en',
-    'Kannada': 'ka',
+    'Kannada': 'kn',
     'Tamil': 'ta',
     'Telugu': 'te',
     'Hindi': 'hi',
@@ -29,9 +29,7 @@ def predict(image_path, target_language):
         texts = [" ".join(texts[0])]
         detected_text = texts[0]
 
-        translator = Translator()
-        translated_text = translator.translate(detected_text, dest=target_language).text
-
+        translated_text = GoogleTranslator(source='auto', target=target_language).translate(detected_text)
         return detected_text, translated_text
     except Exception as e:
         return f"Error: {str(e)}", ""
@@ -54,4 +52,4 @@ if uploaded_file:
         st.success("Detected Text:")
         st.write(detected)
         st.success("Translated Text:")
-        st.write(translated)
+        st.write(translated)