A Study of a New Technique of the CT Scan View and Disease Classification Protocol Based on Level Challenges in Cases of Coronavirus Disease

Table 1

Network configuration. Details of VGG face CNN configuration where N is the number of classes.

Layer name	Input size	Filters	Padding, stride, filter size
Conv1	224 × 224	64	1, 1, 3
Conv2	224 × 224	64	1, 1, 3
Max Pooling (1)	224 × 224	—	0, 2, —
Conv3	112 × 112	128	1, 1, 3
Conv4	112 × 112	128	1, 1, 3
Max Pooling (2)	112 × 112	—	0, 2, —
Conv5	56 × 56	256	1, 1, 3
Conv6	56 × 56	256	1, 1, 3
Conv7	56 × 56	256	1, 1, 3
Max Pooling (3)	56 × 56	—	0, 2, —
Conv8	28 × 28	512	1, 1, 3
Conv9	28 × 28	512	1, 1, 3
Conv10	28 × 28	512	1, 1, 3
Max Pooling (4)	28 × 28	—	0, 2, —
Conv11	14 × 14	512	1, 1, 3
Conv12	14 × 28	512	1, 1, 3
Conv13	14 × 14	512	1, 1, 3
Max Pooling (5)	28 × 28	—	0, 2, —
Output	7 × 7
Fully connected	4096
Dropout	0.5
Fully connected	4096
Dropout	0.5
Fully connected	N classes
Softmax	N classes