Self-Attention Multilayer Feature Fusion Based on Long Connection

Table 1

The network structure of ResNet50.

Output_size	Layer_name	ResNet50
112 × 112 × 64	Stem	conv, maxpool
56 × 56 × 256	Stage-1	Bottleneck × 3
28 × 28 × 512	Stage-2	Bottleneck × 4
14 × 14 × 1024	Stage-3	Bottleneck × 6
7 × 7 × 2048	Stage-4	Bottleneck × 3
1 × 1 × 2048	Classifier	avgpool, fc