基于改进GhostNet-FCOS的火灾检测算法
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张融,张为
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Fire detection algorithm based on improved GhostNet-FCOS
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Rong ZHANG,Wei ZHANG
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| 表 3 消融实验的结果 |
| Tab.3 Results of ablation study |
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| 算法 | 动态卷积模块 | 空间注意力模块 | 监督信号和损失函数 | AP50/% | AR/% | P/106 | v/(帧·s−1) | | FCOS | — | — | — | 91.4 | 56.2 | 74.13 | 18.0 | | GhostNet-FCOS | — | — | — | 86.5 | 52.4 | 4.45 | 28.6 | | 本文算法 | √ | — | — | 88.7 | 53.8 | 4.58 | 25.1 | | 本文算法 | √ | √ | — | 90.1 | 54.2 | 4.58 | 24.1 | | 本文算法 | √ | √ | √ | 90.9 | 55.1 | 4.58 | 24.1 |
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