Research Article
An Improved Ship Classification Method Based on YOLOv7 Model with Attention Mechanism
Table 3
The comparison of indicators in different attention mechanisms.
| | Attention model | | | | |
| | YOLOv7 | 91.72% | 95.86% | 93.50% | 96.64% | | YOLOv7+ECA | 93.88% | 95.95% | 95.00% | 97.20% | | YOLOv7+SE | 94.31% | 95.88% | 95.00% | 96.95% | | YOLOv7+CBAM | 93.79% | 96.40% | 95.00% | 97.02% | | YOLOv7-RCBAM | 94.14% | 96.00% | 95.00% | 97.59% |
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