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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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Detalles Bibliográficos
Autores principales: Zhang, Weirong, Chen, Xuegeng, Qi, Jiangtao, Yang, Sisi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9752849/
https://www.ncbi.nlm.nih.gov/pubmed/36531373
http://dx.doi.org/10.3389/fpls.2022.1041791