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Automatic detection of covid-19 on x-ray images of the lungs.

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Covid_detection

Automatic detection of covid-19 on x-ray images of the lungs.

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General info

The project aims to support the Covid-19 detection process by automatic analysis of the x-ray image of the lungs.

I trained the model on publicly available datasets

Technologies

  • Python 3.72

Status

  • Now

    • The application for a given X-ray image classifies the image into 4 categories (healthy / bacterial pneumonia / viral pneumonia / Covid-19).
  • In Future

    • Adding a new model (transfer learning).
    • Collection of large amounts of high-quality data

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Automatic detection of covid-19 on x-ray images of the lungs.

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