Table 2.

First CNN architecture used within the scope of the study

Layer	Layer Name	Layer Parameters (Matlab)
1	imageInputLayer	[448,448 1], [224,224 1], [224,224 2], [224,224 3] and [224,224 6]
2	convolution2dLayer	(3,4,'Padding’,'same’)
3	batchNormalizationLayer	default
4	reluLayer	default
5	maxPooling2dLayer	(2,'Stride’,2)
6	convolution2dLayer	(3,8,'Padding’,'same’)
7	batchNormalizationLayer	default
8	reluLayer	default
9	maxPooling2dLayer	(2,'Stride’,2)
10	convolution2dLayer	(3,16,'Padding’,'same’)
11	batchNormalizationLayer	default
12	reluLayer	default
13	maxPooling2dLayer	(2,'Stride’,2)
14	convolution2dLayer	(3,32,'Padding’,'same’)
15	batchNormalizationLayer	default
16	reluLayer	default
17	maxPooling2dLayer	(2,'Stride’,2)
18	convolution2dLayer	(3,64,'Padding’,'same’)
19	batchNormalizationLayer	default
20	reluLayer	default
21	fullyConnectedLayer	2
22	softmaxLayer	default
23	classificationLayer	default