Table 6.
The compared models of the ablation experiment.
| Model name | Conv_5 | Conv_7 | Cross-scale feature fusion | Attention |
|---|---|---|---|---|
| Branch I - small | ✓ | |||
| Branch II - large | ✓ | |||
| Dual branch | ✓ | ✓ | ||
| Dual branch enhance | ✓ | ✓ | ✓ | |
| Dual branch attention | ✓ | ✓ | ✓ | |
| Our proposed | ✓ | ✓ | ✓ | ✓ |
The compared models of the ablation experiment.
| Model name | Conv_5 | Conv_7 | Cross-scale feature fusion | Attention |
|---|---|---|---|---|
| Branch I - small | ✓ | |||
| Branch II - large | ✓ | |||
| Dual branch | ✓ | ✓ | ||
| Dual branch enhance | ✓ | ✓ | ✓ | |
| Dual branch attention | ✓ | ✓ | ✓ | |
| Our proposed | ✓ | ✓ | ✓ | ✓ |