Detection of COVID-19 Pneumonia from chest X-Ray images.
The goal is to classify Chest X-Ray images into 3 categories:
- Normal
- Viral Pneumonia
- COVID-19
In essence, this is an image classification problem.
The dataset used for this task is the popular COVID-19 Radiography Database on Kaggle.
The ResNet-18 CNN model is used for Transfer Learning. The network is pre-trained on the ImageNet database.
The model yielded > 97% accuracy when tested a large number of times.