基于MobileNet的轻量化云检测模型
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叶武剑, 谢林峰, 刘怡俊, 温晓卓, 李扬
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A MobileNet-based lightweight cloud detection model
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YE Wujian, XIE Linfeng, LIU Yijun, WEN Xiaozhuo, Li Yang
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表1 MobileNetV2模型结构
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Tab.1 MobileNetV2 model structure
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| 输入形状 | 结构层名 | 扩展因子 | 输出通道数 | 数量 | 步距 | | 2242×3 | 卷积层 | — | 32 | 1 | 2 | | 1122×32 | IRB | 1 | 16 | 1 | 1 | | 1122×16 | IRB | 6 | 24 | 2 | 2 | | 562×24 | IRB | 6 | 32 | 3 | 2 | | 282×32 | IRB | 6 | 64 | 4 | 2 | | 142×64 | IRB | 6 | 96 | 3 | 1 | | 142×96 | IRB | 6 | 160 | 3 | 2 | | 72×160 | IRB | 6 | 320 | 1 | 1 | | 72×320 | 1×1
卷积层 | — | 1 280 | 1 | 1 | | 72×1 280 | 平均池
化7×7 | — | — | 1 | — | | 1×1×1 280 | 线性层 | — | — | — | — |
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