Covid19 Classifier

To detect and classify various types of pneumonias from chest X-ray with a pre-trained Resnet50 Convolutional neural network

The problem Covid19 Classifier solves

With the recent limitations of not being able to detect Covid 19 fast enough our model tries to make that process more streamlined and efficient. Using Deep Learning we classify CT scans with classes

  1. ARDS
  2. COVID-19
  3. No Finding
  4. Pneumocystis
  5. SARS
  6. Streptococcus

Challenges we ran into

The lack of huge amount of data was a one of our biggest hurdles in training this model. We overcome this by using a pre- trained model