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The architectures of the pre-trained CNN models
| Network | Depth | Parameters (millions) | Input image size |
|---|---|---|---|
| MobienetV2 | 53 | 3.5 | 224 × 224 |
| Resnet18 | 18 | 11.7 | 224 × 224 |
| Resnet50 | 50 | 25.6 | 224 × 224 |
| Resnet101 | 101 | 44.6 | 224 × 224 |
| Densenet201 | 201 | 20 | 224 × 224 |
| InceptionV3 | 48 | 23.9 | 224 × 224 |
