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Layer and Parameter details of the pre-trained models used in the current study.
| CNN | Layers | Kernels | Parameters |
|---|---|---|---|
| VGG-11 | 11 | (3x3) | 30.15 M |
| GoogLeNet | 22 | (1x1), (3x3), (7x7) | 11.98 M |
| SqueezeNet v1.1 | 14 | (1x1), (3x3) | 0.72 M |
| Wide ResNet-50-2 | 50 | (3x3) | 66.8 M |
