Table 1. Distribution of dataset before and after augmentation.
Class | Original dataset | Augmented dataset | ||
---|---|---|---|---|
Train | Val | Train | Val | |
COVID-19 | 112 | 30 | 896 | 30 |
Pneumonia | 234 | 60 | 1,872 | 60 |
Normal (Against COVID-19) | 112 | 30 | 896 | 30 |
Normal (Against Pneumonia) | 234 | 60 | 1,872 | 60 |
Total (For COVID-19) | 224 | 60 | 1,792 | 60 |
Total (For Pneumonia) | 468 | 120 | 3,744 | 120 |