Table 1.

The numbers of the real images without GAN and the real+synthetic images produced with GAN in training and test sets

Framework	Types	Training size	Test size
Real images	COVID-19	1286	321
Without GAN	Normal	1333	334
Real+synthetic images	COVID-19	3600	321
Produced with GAN	Normal	3600	334