[Retracted] A New Generation of ResNet Model Based on Artificial Intelligence and Few Data Driven and Its Construction in Image Recognition Model

Table 3

A-ResNet network model structure.

Arrangement	Output size	A-ResNet
Input layer	224 × 224
Convolution layer 1	112 × 112	7 × 7, 64
Maximum pooling	56 × 56	3 × 3
Residual element	56 × 56
Attention unit	56 × 56	Attention ×1
Residual element	28 × 28
Attention unit	28 × 28	Attention × 1
Residual element	14 × 14
Attention unit	14 × 14	Attention × 1
Residual element	7 × 7
Average pooling	1 × 1	7 × 7
Softmax	43 × 1