融合注意力机制的高效率网络车型识别
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柳长源,何先平,毕晓君
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Efficient network vehicle recognition combined with attention mechanism
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Chang-yuan LIU,Xian-ping HE,Xiao-jun BI
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| 表 6 不同模型下的车型分类准确率 |
| Tab.6 Accuracy of vehicle classification under different models |
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| 类别 | Acc /% | Efficient
Net-B0 | B0+LSR | B0+softmax | B0+残差
CBAM | 本文方法 | | Bus | 99.90 | 99.90 | 99.90 | 99.99 | 99.99 | | Microbus | 95.60 | 96.20 | 97.00 | 96.60 | 98.20 | | Minivan | 99.80 | 99.80 | 99.80 | 99.99 | 99.99 | | Sedan | 98.60 | 98.60 | 98.00 | 97.80 | 98.40 | | SUV | 84.80 | 82.80 | 84.60 | 85.60 | 86.60 | | Truck | 95.40 | 97.00 | 96.00 | 96.00 | 97.80 |
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