TABLE III. Results Obtained With People 1 m and 3 m Away From the Microwave Radar Sensor in a Single Dataset Using Proposed CNNs.
| AlexNet | VGG-19 | GoogLeNet | |
|---|---|---|---|
| Accuracy | 81.6% | 79.1% | 79.1% |
| Loss | 1.55 | 1.09 | 1.23 |
| Convergence | ~30 epochs | ~25 epochs | ~20 epochs |
| AlexNet | VGG-19 | GoogLeNet | |
|---|---|---|---|
| Accuracy | 81.6% | 79.1% | 79.1% |
| Loss | 1.55 | 1.09 | 1.23 |
| Convergence | ~30 epochs | ~25 epochs | ~20 epochs |