Research Article
Exploiting Multiple Optimizers with Transfer Learning Techniques for the Identification of COVID-19 Patients
Table 1
Key features of the models used in this study.
| | Model | Input size | Number of layers | Parameters (millions) | Size (MB) |
| | AlexNet | 227 × 227 × 3 | 8 | 61.0 | 227 | | MobileNetv2 | 224 × 224 × 3 | 53 | 3.5 | 13 | | ShuffleNet | 224 × 224 × 3 | 50 | 1.4 | 6.3 | | SqueezeNet | 227 × 227 × 3 | 18 | 1.24 | 4.6 | | Xception | 299 × 299 × 3 | 71 | 22.9 | 85 |
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