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

Table 3

Model structure based on the key point position of the human face.

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
Slice	Slice	-	-	(25 × 25 × 128) × 4
Transform 31	Dispute	3 × 3	1	(25 × 25 × 48) × 4
Transform 32	Dispute	3×3	1	(25 × 25 × 96) × 4
Pool3	Max pooling	2 × 2	2	(13 × 13 × 96) × 4
Transform 41	Dispute	3 × 3	1	(13 × 13 × 64) × 4
Transform 42	Dispute	3 × 3	1	(13 × 13 × 128) × 4
Pool4	Max pooling	2 × 2	2	(7 × 7 × 128) × 4
Transform 51	Dispute	3 × 3	1	(7 × 7 × 80) × 4
Transform 52	Dispute	3 × 3	1	(7 × 7 × 160) × 4
dropout5	Dropout			(7 × 7 × 160) × 4
fc5	Fully dispute			160 × 4