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Pneumonia detection using cnn. (Final sem project)

Deployed on heroku as pneumonia-detection-using-cnn

Frontend (Interface)

Check inside frontend folder.

How to setup

Make sure requirements.txt has following line

fastai

https://download.pytorch.org/whl/cpu/torch-1.5.0%2Bcpu-cp38-cp38-linux_x86_64.whl

https://download.pytorch.org/whl/cpu/torchvision-0.6.0%2Bcpu-cp38-cp38-linux_x86_64.whl

  • Install dependencies from requirements.txt.
  • Review config.py
  • Add following environment variable
    • export APP_SETTINGS=config.DevelopementConfig Other options are, config.ProductionConfig. Check config.py
    • export FLASK_APP=app.py
    • export DATABASE_URL=your_database_uri

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Detect pneumonia from x-ray images.

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