Automatic instance segmentation of orchard canopy in unmanned aerial vehicle imagery using deep learning

The widespread use of unmanned aerial vehicles (UAV) is significant for the effective management of orchards in the context of precision agriculture. To reduce the traditional mode of continuous spraying, variable target spraying machines require detailed information about tree canopy. Although deep...

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Detalhes bibliográficos

Principais autores:	Weirong Zhang, Xuegeng Chen, Jiangtao Qi, Sisi Yang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2022-12-01
coleção:	Frontiers in Plant Science
Assuntos:	deep learning instance segmentation orchard canopy convolutional neural network unmanned aerial vehicles
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fpls.2022.1041791/full
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