Table 9. Detection results for firearm classes and different levels of blur.
Kernel size | Class | Instances | Precision | Recall | F1-score |
---|---|---|---|---|---|
No blur | handgun | 522 | 0.917 | 0.741 | 0.820 |
No blur | long gun | 502 | 0.994 | 0.922 | 0.957 |
3 | handgun | 522 | 0.901 | 0.713 | 0.796 |
3 | long gun | 502 | 0.981 | 0.916 | 0.947 |
9 | handgun | 522 | 0.894 | 0.661 | 0.760 |
9 | long gun | 502 | 0.974 | 0.886 | 0.928 |
13 | handgun | 522 | 0.894 | 0.659 | 0.759 |
13 | long gun | 502 | 0.971 | 0.871 | 0.918 |