Table 6. Number of epochs selected after the monitoring of the training process using the validation set.
Group | Number of epochs |
---|---|
VGG19 TL | 20 |
VGG19 | 100 |
RESNET TL | 45 |
RESNET | 80 |
GOOGLENET TL | 40 |
GOOGLENET | 100 |
DENET DISC TL | 25 |
DENET DISC | 130 |
STANDARD CNN | 50 |