Table 6 Ablation experiments.
From: Small target detection in UAV view based on improved YOLOv8 algorithm
C3 | Ghost | BiFPN | mAP 50/% | mAP 50–95/% | Computation/GFLOPS |
|---|---|---|---|---|---|
√ | 98.1 | 92.4 | 7.5 | ||
√ | 98.5 | 98.2 | 7.1 | ||
√ | 98.2 | 92.5 | 7.0 | ||
√ | √ | 98.1 | 92.0 | 7.0 | |
√ | √ | 98.4 | 91.9 | 6.7 | |
√ | √ | 98.3 | 92.1 | 6.4 | |
√ | √ | √ | 98.3 | 92.4 | 6.4 |
