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. 2020 Aug 6;20(16):4398. doi: 10.3390/s20164398

Table 4.

Comparison results for different glance network structures.

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