Concrete Cracks Detection Using Convolutional NeuralNetwork Based on Transfer Learning

Table 2

Comparison of four models’ crack detection results.

Recognition model	Accuracy	Precision	Recall	score	Accuracy (tested on different datasets)
MobileNetV2	0.9782	0.9821	0.9740	0.9781	0.9655
EfficientNetB0	0.9911	0.9878	0.9945	0.9912	0.9737
DenseNet201	0.9932	0.9892	0.9973	0.9932	0.9749
InceptionV3	0.9898	0.9891	0.9904	0.9898	0.9715