Automated Pest Detection With DNN on the Edge for Precision Agriculture

IEEE Journal on Emerging and Selected Topics in Circuits and Systems(2021)

引用 38|浏览5
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摘要
Artificial intelligence has smoothly penetrated several economic activities, especially monitoring and control applications, including the agriculture sector. However, research efforts toward low-power sensing devices with fully functional machine learning (ML) on-board are still fragmented and limited in smart farming. Biotic stress is one of the primary causes of crop yield reduction. With the d...
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关键词
Agriculture,Task analysis,Monitoring,Insects,Image edge detection,Batteries,Real-time systems
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