Table 1. The collected datasets of the normal, COVID-19, and pneumonia X-ray images before and after the augmentation process.
Dataset name | # of Instances | # of Classes | Labels | Balance |
---|---|---|---|---|
Dataset-1 | 50 | 2 | Normal: 25 | 1.0 |
COVID-19: 25 | ||||
Dataset-2 | 455 | 2 | Normal: 234 | 0.94 |
COVID-19: 221 | ||||
Dataset-3 | 603 | 3 | Normal: 234 | 0.8 |
COVID-19: 221 | ||||
Pneumonia: 148 | ||||
Toğaçar, Ergen & Cömert (2020) | 458 | 3 | Normal: 295 | 0.7 |
COVID-19: 65 | ||||
Pneumonia: 98 |