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Comparison of the best performing models integrated with smartphone application.
| Models | Memory space | Average Prediction time | Diagnosis test for COVID-19 |
||
|---|---|---|---|---|---|
| PL | NL | DOR | |||
| MobileNetV2 | 9.84 MB | 169.2 ms | 9.7 | 0 | ∞ |
| Xception | 95.3 MB | 2281.7ms | 27.3 | 0 | ∞ |
| Xception with synthetic image | 10.6 | 0 | ∞ | ||
| VGG16 | 106 MB | 3627.2ms | 97.9 | 0.021 | 4617.9 |
