Semantic Segmentation Algorithm Based on Attention Mechanism and Transfer Learning

Table 1

The comparison of the residual network performance.

Model	Error rate (%)
ResNet-50 [4]	27.26
IdentityResNet-50 [14]	26.43
AttentionResNet-50	25.81
ResNet-101	26.51
IdentityResNet-101	25.98
AttentionResNet-101	25.02