Table 4.
Models | Total parameters | Trainable parameters | Nontrainable parameters |
---|---|---|---|
VGG19 | 20,033,602 | 9,218 | 20,024,384 |
VGG16 | 14,723,906 | 9,218 | 14,714,688 |
ResNet50 | 23,653,250 | 65,538 | 23,587,712 |
Inceptionv3 | 21,806,882 | 4,098 | 21,802,784 |
MobileNet | 3,247,298 | 18,434 | 3,228,864 |