raaaouf / covid-19-detection-cnn

covid-19 ☣ detection using X-ray Chest medical images with deep convolution neural network (CNN)

Coronavirus ☣ Detection using CNN with python

DISCLAIMER: This model was designed and implemented for educational purposes. it MUST NOT be used for medical diagnosis as it was NOT tested by a field expert.

Introduction:

During the covid-19 epidemic a lote of data were collected about covid-19 therefore i tried to make this repo using covid-19 Chest X-ray data and using deep convolution neural network model for Chest X-ray medical images screening and detecting covid-19.

Dataset:

1. The posstive cases of COVID-19 X-ray images taken from Dr. Cohen in his repo
2. The normal cases taken from dataset that's published in Kaggle's dataset Here.

Result

• The accuracy for both models is above 95% accuracy on the validation set. training and validation accuracies and losses :

Contributing

Step 1

• Option 1

  • 🍴 Fork this repo!

• Option 2

  • 👯 Clone this repo

Step 2

• HACK AWAY! 🔨🔨🔨

if you like this repo give me a star! 🌟

License

• MIT license
• Copyright 2020 © Raouf Zoghbi.