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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