Table 1.

The details of layers and parameters of the proposed model

# Layer	Layer type	Output shape	# Parameters
1	DN	[8, 256, 256]	216
2	MaxP	[8, 128, 128]	0
3	DN	[16, 128, 128]	1,152
4	DN	[8, 130, 130]	128
5	DN	[16, 130, 130]	1,152
6	MaxP	[16, 65, 65]	0
7	DN	[32, 65, 65]	4,608
8	DN	[16, 67, 67]	512
9	DN	[32, 67, 67]	4,608
10	MaxP	[32, 33, 33]	0
11	DN	[64, 33, 33]	18,432
12	DN	[32, 35, 35]	2,048
13	DN	[64, 35, 35]	18,432
14	MaxP	[64, 17, 17]	0
15	DN	[128, 17, 17]	73,728
16	DN	[64, 19, 19]	8,192
17	DN	[128, 19, 19]	73,728
18	MaxP	[128, 9, 9]	0
19	DN	[256, 9, 9]	294,912
20	DN	[128, 11, 11]	32,768
21	DN	[256, 11, 11]	294,912
22	DN	[128, 13, 13]	32,768
23	DN	[256, 13, 13]	294,912
24	Conv2d	[3, 13]	6,912
25	Flatten	[507]	0
26	Softmax	[3]	1,524