Exploring the Detection Accuracy of Concrete Cracks Using Various CNN Models

Table 2

Layer dimensions and operations.

Model	Layer	Height	Width
Model2 [49]	Conv1	150	150
	BN	150	150
	Pool1	75	75
	Conv2	75	75
	BN	75	75
	Pool 2	37	37
	Conv3	37	37
	BN	37	37
	Pool 3	18	18
	Conv4	18	18
	BN	18	18
	Pool 4	9	9
Model2 [49]	Conv5	9	9
	BN	9	9
	Pool 5	4	4
	Conv6	4	4
	BN	4	4
	Pool 6	2	2
	Conv7	2	2
	BN	2	2
	Pool 7	1	1
	Flatten	1	1
	Dense 1	1	1
	Dropout	1	1
	Dense 2	1	1
	Softmax	1	1