Table 8 Performance of proposed models on BoWFire and Original Forest Fire Dataset without LwF
From: Forest fire and smoke detection using deep learning-based learning without forgetting
Models | Accuracy (%) | ||
|---|---|---|---|
BoWFire | Original Forest Fire | ||
VGG16 | FE | 51.81 | 94.38 |
FT | 55.37 | 95.46 | |
InceptionV3 | FE | 72.04 | 92.04 |
FT | 75.31 | 97.01 | |
Xception | FE | 77.14 | 97.77 |
FT | 79.23 | 98.72 | |