Table 4. Comparison of DiatomNet with the other CNN models.
| Model | Depth | Input image size |
|---|---|---|
| AlexNet | 8 | 227 × 227 |
| DiatomNet | 10 | 432 × 128 |
| GoogleNet | 22 | 224 × 224 |
| Inceptionv3 | 48 | 299 × 299 |
| ResNet18 | 18 | 224 × 224 |
| VGG16 | 16 | 224 × 224 |
| Xception | 71 | 299 × 299 |
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