Table 2. False alarm rate of dangerous situation classification.
Model
Object Detection Model Accuracy
100%
90%
80%
70%
MLP (class)
4.3%
6.3%
5.1%
9.8%
MLP (class + image)
8%
10.1%
15.8%
15.4%
RN [
17
]
2.5%
2.2%
3.3%
5.3%
Proposed Model
0.9%
1.6%
1.8%
2.1%