Text Extractor/ OCR in Django

A django webapp for scanning texts from images, simply you have to upload image and it will provide you with texts found

Home page

Result page

Nepali Language

Hindi Language

Currently i have included commonly used language list only, feature request for another langauges are welcomed ;)

• English
• Nepali
• Hindi

Installation

  git clone https://github.com/ASACHIT/OCR-django-app.git
  cd OCR-django-app
  pip install -r requirements
  python manage.py runserver 
  # open localhost:8000  url in browser 

Note: You have to install tesseract module too

Frameworks/lib used

• Tailwindcss
• django
• pytesseract

Things i learnt after creating this project

• Taking image input from user
• Processing input image without saving it anywhere and uploading it directly to user
• scanning text from image (backend)
• and other many more

Features

• Quickly Upload image and get scanned text
• Image is Not saved, it is directly processed in memory and directly sent to you
• Friendly and Clean UI

Contributing

Contributions are always welcome!