Table 2.
Pre-trained models used in this study [40].
Pre-Trained Model | Input Image Size | Design Layers | Parametric Size (MB) | Layer of Features |
---|---|---|---|---|
AlexNet | 227 × 227 | 25 | 227 | 17th |
DenseNet201 | 224 × 224 | 709 | 77 | 706th |
ResNet50 | 224 × 224 | 177 | 96 | 175th |
VGG16 | 224 × 224 | 41 | 27 | 33rd |
VGG19 | 224 × 224 | 47 | 535 | 39th |