Application of an Artificial Intelligence System Recognition Based on the Deep Neural Network Algorithm

Table 2

Model network structure.

Layer name	Type	Nuclear size	Interval	Output size
Transform 11	Dispute	3 × 3	1	100 × 100 × 32
Transform 12	Dispute	3 × 3	1	100 × 100 × 64
Pool1	Max pooling	2 × 2	2	50 × 50 × 64
Transform 21	Dispute	3 × 3	1	50 × 50 × 64
Transform 22	Dispute	3 × 3	1	50 × 50 × 128
pool2	Max pooling	2 × 2	2	25 × 25 × 128
Transform 31	Dispute	3 × 3	1	25 × 25 × 96
Transform 32	Dispute	3 × 3	1	25 × 25 × 192
Pool3	Max pooling	2 × 2	2	13 × 13 × 192
Transform 41	Dispute	3 × 3	1	13 × 13 × 128
Transform 42	Dispute	3 × 3	1	13 × 13 × 256
Pool4	Max pooling	2 × 2	2	7 × 7 × 256
Transform 51	Dispute	3 × 3	1	7 × 7 × 160
Transform 52	Dispute	3 × 3	1	7 × 7 × 320
pool5	Avg pooling	7 × 7	1	1 × 1 × 320
Dropout	Dropout			1 × 1 × 320
fc6	Fully dispute			N