Table 7. Detection results for firearm classes and different occlusion degrees.
Degree | Class | Instances | Precision | Recall | F1-score |
---|---|---|---|---|---|
No occlusion | handgun | 522 | 0.917 | 0.741 | 0.820 |
No occlusion | long gun | 502 | 0.994 | 0.922 | 0.957 |
1 × 30% | handgun | 522 | 0.733 | 0.618 | 0.671 |
1 × 30% | long gun | 502 | 0.788 | 0.820 | 0.804 |
2 × 15% | handgun | 522 | 0.759 | 0.667 | 0.710 |
2 × 15% | long gun | 502 | 0.832 | 0.858 | 0.845 |
3 × 10% | handgun | 522 | 0.773 | 0.901 | 0.832 |
3 × 10% | long gun | 502 | 0.849 | 0.901 | 0.874 |