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Digit Recognizer

The project is based on Kaggle Competition: Digit Recognizer.

Frontend

Tech Stack:

  • Programming Language: TypeScript
  • Framework: React
    • Third-party libraries used:
      • react-konva: For drawing digit
  • Styling: TailwindCSS

Backend

Tech Stack:

  • Programming Language: Python
  • Framework: Django
    • Third-part libraries used:
      • celery: For async classification task
      • channels: For websocket endpoint to give real-time update on Celery task
  • Dependency:
    • Celery Workers
    • redis: For Celery broker and Channel Layer for websocket support

Local Development

$ git clone https://github.com/rexes-ND/digit-recognizer 
$ cd digit-recognizer
$ docker compose up --build

# Now you can access http://localhost:5173/ via browser