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

To Run Locally

• Run python -m venv .venv
• Run .venv/Scripts/Activate
• Run pip install -r requirements.txt
• Get your HuggingFace Token from https://huggingface.co/settings/tokens
• Generate a Write Token and store this in a file named secret.py
• Run python app.py

Output