Table 5 Comparison of experimental results of feature extraction module.
From: Small target detection in UAV view based on improved YOLOv8 algorithm
Model | mAP 50/% | mAP 50–95/% | Computation/GFLOPS |
|---|---|---|---|
Yolov8n-BiFPN-C2f | 98.2 | 92.2 | 7.0 |
Yolov8n- BiFPN-C2f_DBB | 98.2 | 92.0 | 7.8 |
Yolov8n-BiFPN-C3 | 98.4 | 91.9 | 6.7 |
Yolov8n–BiFPN-VoVGSCSP | 98.3 | 91.9 | 6.5 |
Yolov8n - BiFPN - C3Ghost | 98.3 | 92.4 | 6.4 |
