Have Taken the X_RAY image dataset of COVID patients, Pneumonia patients and Healthy people from this dataset. Following tasks are performed:
- Ternary Classification using Custom CNN model and VGG 16(Transfer Learning). Visualizing Feature Map of the model. Comparison of Both Custom and VGG through Accuracy graph.
- Binary Classification of COVID and normal patients using Custom CNN model and VGG 16(Transfer Learning). Comparison of Both Custom and VGG through ROC Curve(individual and combined).
- Binary Classification of COVID and Pneumonia patients using Custom CNN model and VGG 16(Transfer Learning). Comparison of Both Custom and VGG through ROC Curve(individual and combined).