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Updated: Jan 23, 2026

Flying Insect Detection and Classification with Inexpensive Sensors
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使用卷积神经网络的过渡边缘传感器的信号和背景触发器的二元分类

Elmeri Rivasto1, Katharina-Sophie Isleif2, Friederike Januschek3

  • 1CP3-origins, Department of Physics, Chemistry and Pharmacy, University of Southern Denmark, Campusvej 55, 5230, Odense, Denmark. rivasto@cp3.sdu.dk.

Scientific reports
|January 21, 2026
PubMed
概括

卷积神经网络 (CNN) 在任何光粒子搜索II (ALPS II) 实验中进行了测试,以检测轴子. 由于背景噪声,CNNs的表现并没有超过传统方法,这表明未来的研究应该专注于数据结构.

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