Gated Channel Attention Mechanism YOLOv3 Network for Small Target Detection

Table 2

Results of ablation experiments for each module.

Modules	AP/% (IOU = 0.5)	Frame frequency/s
YOLOv3	86.50	31.3
Add adaptive up sampling	89.20	26.4
Add ECA	88.80	29.7
Add GCAM	89.60	31.2
Proposed	91.60	25.4