pneumonia-radiography-detector

Pneumonia and COVID detector developed python and tensorflow, flask as a backend and Angular frontend

Setup

Train model

1. Install this Radiography database
   1. Then put on training/in folder
   2. Rename the dataset folder to images-dataset
2. Using pip install requirements.txt
3. Inside training folder run on terminal python main.py

API

1. Inside api folder set FLASK_APP var to main.py
   1. If you are on Windows set FLASK_APP=main.py
   2. If you are on Mac/Linux export FLASK_APP=main.py
2. Run flask run

Angular predictor website

1. You need to have the angular cli installed
2. Inside /frontend folder run ng serve for a dev server.
3. Navigate to http://localhost:4200/. The app will automatically reload if you change any of the source files.