COVID-19-Classifier

COVID-19 Classifier

DATA:

The dataset used is Covid-19 Image Dataset from kaggle link:https://www.kaggle.com/pranavraikokte/covid19-image-dataset

MODEL:

MobileNetv2 architecture is used as base model which gave an accuaracy of about 86.3 % and 0.94 f1-score on Covid 19 Samples

VGG16 Architecture has also been implemented in the notebook but it gave slightly less accuracy

REQUIREMENTS:

1. Keras : 2.2.2
2. Tesorflow : 2.2.0
3. Numpy
4. Matplotlib
5. Imutils