TABLE 5.
SSD-InceptionV3 results with different threshold values.
| Threshold | TP | FP | FN | Prec | Rec | F1 | F2 |
|---|---|---|---|---|---|---|---|
| 0.1 | 167 | 60 | 41 | 73.6 | 80.3 | 76.8 | 78.9 |
| 0.15 | 164 | 48 | 44 | 77.4 | 78.9 | 78.1 | 78.5 |
| 0.2 | 161 | 45 | 47 | 78.2 | 77.4 | 77.8 | 77.6 |
| 0.25 | 159 | 36 | 49 | 81.5 | 76.4 | 78.9 | 77.4 |
| 0.3 | 154 | 34 | 54 | 81.9 | 74 | 77.8 | 75.5 |
| 0.4 | 144 | 26 | 64 | 84.7 | 69.2 | 76.2 | 71.9 |
| 0.5 | 138 | 23 | 70 | 85.7 | 66.4 | 74.8 | 69.5 |
| 0.6 | 134 | 21 | 74 | 86.5 | 64.4 | 73.8 | 67.9 |
| 0.7 | 125 | 18 | 83 | 87.4 | 60.1 | 71.2 | 64.1 |
| 0.8 | 107 | 13 | 101 | 89.2 | 51.4 | 65.2 | 56.2 |
| 0.9 | 96 | 9 | 112 | 91.4 | 46.2 | 61.3 | 51.2 |