Identification of Civil Infrastructure Damage Using Ensemble Transfer Learning Model

Table 5

Run time for different pretrained and custom CNN models.

Model	Training time (sec/epoch)
AlexNet	13
VGG16	280
Xception	146
ResNet50	353
ResNet101	372
Custom CNN	24
Ensemble learning	216