Table 1 Algorithms used for disaster classifications
Reference | Algorithm | Disaster type |
|---|---|---|
[10] | Bag-of-Visual-Words (BoVW), SVM, VGG16, VGG15fine-tuned, VGG16fine-tuned | Earthquake, Hurricane, Flood |
[18] | AlexNet (4096), GoogleNet, VGGNet 19 (4096), ResNet (with 50, 101 and 152 layers) | Flood |
[22] | AlexNet, InceptionV1, VGG13, InceptionV1-OnFire, FireCNN | Fire |
[19] | SVM, Sequential CNN | Flood |
[20] | Faster R-CNN trained on COCO dataset | Fire |