Exploring the Detection Accuracy of Concrete Cracks Using Various CNN Models

Table 3

Layer dimensions and operations.

Model	Layer	Height	Width
Model3 [50]	Conv1	148	148
	Pool1	74	74
	Conv2	72	72
	Pool 2	36	36
	Dropout1	36	36
	Conv3	34	34
	Pool 3	17	17
	Conv4	15	15
	Pool 4	7	7
	Flatten	1	1
	Dense 1	1	1
	Dropout2	1	1
	Dense 1	1	1
	Dropout2	1	1
	Dense 2	1	1
	Softmax	1	1