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Demo: COVID-19 Detector using X-ray images

This project demonstrates COVID-19 Detector based on DenseNet121 and part of largest X-ray dataset.

Project contains two modes:

  1. Run image classification - in this part you can see how COVID-19 Detector works on X-ray dataset.
  2. Run loading and classifying image - in this part you can upload an image.

Making-of Animation

Requirements

Browser: Google Chrome(version 87.0.4280.88 or higher) or Mozila Fifefox(version 79.0 or higher)

How to run this demo

pip install -r https://raw.githubusercontent.com/alinazemlev/MADE-ML/main/requirements.txt
streamlit run https://raw.githubusercontent.com/alinazemlev/MADE-ML/main/covid_detector_app.py

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