mukul018/Covid19-Detector

COVID-19 detection through X-Ray images using Convolutional Neural Networks (CNN).

Coviscan is an automated imaging tool which process chest x-ray images and predicts whether the person has Covid-19 disease or Pneumonia or Normal.

It uses deep learning algorithm Convolution Neural Networks (CNNs) also known as ConvNets to process and extract features from X-Ray images. The whole pipeline involves several steps like preprocessing, semantic segmentation, classification etc.

How to use

• Install Python

  • Download and install python 3.9 from python.org

• Get the code

  git clone https://github.com/ayush9304/covid19-detector-api
  

• Install Python dependencies

  pip3 install -r requirements.txt
  

• Run

  py manage.py runserver
  

• Explore

  • Goto http://127.0.0.1:8000/ url on any web browser

License

Licensed under the MIT License.