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taeheechoi/python-react-machine-learning
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Predict weight based on user's gender and height
- Backend
(Windows)backend>venv\script\activatevenv>python manage.py runserver - Frontend
(Windows)frontend>npm start
- 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)
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",
- https://betterprogramming.pub/create-a-machine-learning-api-with-django-rest-framework-967571640c46
- https://mui.com/material-ui/react-radio-button/
- https://blog.vivekshukla.xyz/uploading-file-using-api-django-rest-framework/
- https://stackoverflow.com/questions/35522768/django-serializer-imagefield-to-get-full-url
- https://www.jaided.ai/easyocr/tutorial/
- https://testdriven.io/blog/drf-views-part-1/
- https://testdriven.io/blog/drf-views-part-2/
- https://testdriven.io/blog/drf-views-part-3/
- https://testdriven.io/blog/drf-serializers/
- https://blog.logrocket.com/create-drag-and-drop-component-react-dropzone/
- https://react-dropzone.js.org/
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