Table 6 Performance of InceptionV3
From: Forest fire and smoke detection using deep learning-based learning without forgetting
Types of images | Accuracy (%) | Precision (%) | Recall (%) | F1 score (%) | ||||
|---|---|---|---|---|---|---|---|---|
FE | FT | FE | FT | FE | FT | FE | FT | |
Fire | 91.63 | 96.13 | 87.15 | 94.71 | 78 | 89.5 | 82.32 | 92.03 |
Smoke | 92.25 | 98.25 | 84.5 | 96.5 | 84.5 | 96.5 | 84.5 | 96.5 |
Smoke fire | 91.88 | 95.75 | 82.61 | 90.29 | 85.5 | 93 | 84.03 | 91.63 |
No fire | 89.75 | 94.63 | 77.57 | 88.29 | 83 | 90.5 | 80.19 | 89.38 |