README.md

metadata

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 25.2 on SacreBLEU metric while mt5 (Industry Standard) scored much lower at 22.5

Future Work:

• Adding functionality of uploading Images and Files
• OCR will run on these files and provide translation automatically