Table 4.
Model Order | Number of Filters | Cov2D Kernel Size | Maxpooling2D Pool Size | Detection Rate | False Alarm | Model Accuracy | FLOPs(M) |
---|---|---|---|---|---|---|---|
1 | 6 | 3 | 2 | 99.51% | 5.9% | 96.76% | 14.381 |
2 | 10 | 3 | 2 | 99.75% | 0% | 99.88% | 23.968 |
3 | 14 | 3 | 2 | 99.51% | 9.2% | 95.14% | 33.555 |
4 | 10 | 2 | 2 | 99.50% | 0.76% | 99.37% | 11.984 |
5 | 10 | 5 | 2 | 99.75% | 7.8% | 95.94% | 62.336 |
6 | 10 | 3 | 1 | 99.75% | 5.7% | 97.01% | 22.792 |
7 | 10 | 3 | 4 | 99.75% | 7.6% | 96.03% | 28.673 |