C
Covid19 Classifier
To detect and classify various types of pneumonias from chest X-ray with a pre-trained Resnet50 Convolutional neural network
C
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
- ARDS
- COVID-19
- No Finding
- Pneumocystis
- SARS
- 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
Technologies used
Discussion