基于改进DeepLabv3+的光伏电站道路识别方法
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李翠明, 王华, 徐龙儿, 王龙
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Road Recognition Method of Photovoltaic Plant Based on Improved DeepLabv3+
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LI Cuiming, WANG Hua, XU Longer, WANG Long
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表1 优化的MobileNetv2网络结构
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Tab.1 Network structure of optimized MobileNetv2
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| 输入 | 网络层 | 输出步长 | t | c | n | s | r | | 224×224×3 | conv2d | 2 | — | 32 | 1 | 2 | 1 | | 112×112×32 | bottleneck | 2 | 1 | 16 | 1 | 1 | 1 | | 112×112×16 | bottleneck | 4 | 6 | 24 | 2 | 2 | 1 | | 56×56×24 | bottleneck | 8 | 6 | 32 | 3 | 2 | 1 | | 28×28×32 | bottleneck | 16 | 6 | 64 | 4 | 2 | 1 | | 28×28×64 | bottleneck | 16 | 6 | 96 | 3 | 1 | 1 | | 14×14×96 | bottleneck | 16 | 6 | 160 | 3 | 1 | 2 | | 7×7×160 | bottleneck | 16 | 6 | 320 | 1 | 1 | 4 |
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