Research Article

Concrete Cracks Detection Using Convolutional NeuralNetwork Based on Transfer Learning

Table 3

Comparison of four models’ training time.

ModelTraining epochsTotal training timeAverage training time of each epoch (s)

MobileNetV2792 h 1 m 47 s92.49
EfficientNetB0763 h 14 m 32 s153.58
DenseNet201659 h 47 m 8 s541.97
InceptionV3693 h 46 m 14 s196.72