CoViD-19 Classifier

In this repository, i will show you how to automatically detect COVID-19 in X-ray images dataset using Deep Learning (Convolutional Neural Network). The dataset contains X-ray images, 25 normal and 25 with covid-19 case. The used dataset is from a tutorial of PyImagesSearch The used CNN architecture is the SqueezeNet.

Requirements

1- Python 2- Tensorflow 3- Numpy

INSTALLATION

pip install -r requirements.txt

USAGE

python train_squeezenet.py

Classification Report

          precision    recall  f1-score   support

   covid     1.0000    1.0000    1.0000         8
  normal     1.0000    1.0000    1.0000         8

   micro avg     1.0000    1.0000    1.0000        16
   macro avg     1.0000    1.0000    1.0000        16
   weighted avg     1.0000    1.0000    1.0000        16

P.S This repository is not for professional use, it needs more examples, more than 1000 to make it somehow sure.