README.md

---

title: Text_to_Text_Translator
app_file: app.py
sdk: gradio
sdk_version: 4.32.0
---

## Text to Text Translator

Built a Text to Text Translator using NLTK and Transformers.
- Supports Translation of English to Bengali, Tamil, Telugu, Gujarati, Marathi and Hindi.
-  Uses BanglaT5 which achieved an exceptional score of <b>25.2</b> on SacreBLEU metric while mt5 (Industry Standard) scored much lower at <b>22.5</b>


Future Work:
- Adding functionality of uploading Images and Files
- OCR will run on these files and provide translation automatically