Table 7 Performance of Xception
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 | 97.88 | 98.5 | 96.45 | 97.47 | 95 | 96.5 | 95.72 | 96.98 |
Smoke | 98.63 | 98.75 | 96.55 | 96.57 | 98 | 98.5 | 97.27 | 97.52 |
Smoke Fire | 98 | 98.75 | 96 | 97.5 | 96 | 97.5 | 96 | 97.5 |
No Fire | 97.5 | 98.5 | 95 | 97.47 | 95 | 96.5 | 95 | 96.98 |