Machine Learning for Identification and Classification of Crops and Weeds

David Rutherford Armstrong,Marcelo Götz,Vitor Camargo Nardelli, Victor Emmanuel de Oliveira Gomes

2021 XI Brazilian Symposium on Computing Systems Engineering (SBESC)(2021)

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摘要
Machine learning for computer vision tasks is an area which has grown significantly in recent years. At the same time, there has been a marked increase in demand for better, more environmentally friendly farming methods. The current study uses machine learning applied to computer vision to develop a system that is able to identify and classify plants as either crops or weeds with a view to enablin...
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关键词
Computer vision,Image resolution,Crops,Graphics processing units,Machine learning,Object detection,Network architecture
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