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taeheechoi/python-react-machine-learning

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Predict weight based on user's gender and height

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How to run backend and frontend

  • Backend
    (Windows)backend>venv\script\activatevenv>python manage.py runserver
  • Frontend
    (Windows)frontend>npm start

How to use

  • Weight Prediction:Select your gender and enter your height then click Prediction button
  • Extracing Text: Drop and drop a image file contains text (Supported languages: English, Korean)

Packages and Libraries

  • Backend

    • Django==4.1.2
    • djangorestframework==3.14.0
    • django-cors-headers==3.13.0
    • scikit-learn==1.1.2
    • pandas==1.5.1
    • numpy==1.23.4
    • joblib==1.2.0
    • easyocr==1.6.2
  • Frontend

    • "react": "^18.2.0",
    • @mui/material": "^5.10.10"
    • "axios": "^1.1.3"
    • "react-dropzone": "^14.2.3",

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