Development of an intelligent field investigation system for Liriomyza using SeResNet-Liriomyza for accurate identification

Hang Li,Yongxuan Liang, Yongjian Liu,Xiaoqing Xian, Yantao Xue,Hongkun Huang,Qing Yao,Wanxue Liu

Computers and Electronics in Agriculture（2023）

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摘要

•Intelligent field investigation system to identify 5 Liriomyza species developed.•Magnifying lens/rotatable carrier assembled outside smartphone camera for images.•SeResNet-Liriomyza model with SFPN proposed for species detection.•Model showed an average recognition accuracy of 99.88%.•Proposed system a fast, convenient, and accurate tool for investigating Liriomyza.

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关键词

Alien invasive species,Portable image-capturing device,SeResNet-Liriomyza model,SFPN,Mobile application,SFPN,ALs,SENet,SPP,FPN

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