Table 6.
Effect of adding the GhostConv on the network with different convolutional layers.
| Attentional Mechanisms | Layer | mAP% | FPS | Flops/G | Params/M |
|---|---|---|---|---|---|
| Conv | Layer = 50 | 90.7 | 77 | 104.8 | 37.21 |
| CBAM | Layer = 50 | 90.9 | 78 | 105 | 37.34 |
Effect of adding the GhostConv on the network with different convolutional layers.
| Attentional Mechanisms | Layer | mAP% | FPS | Flops/G | Params/M |
|---|---|---|---|---|---|
| Conv | Layer = 50 | 90.7 | 77 | 104.8 | 37.21 |
| CBAM | Layer = 50 | 90.9 | 78 | 105 | 37.34 |