Improving U-net network for semantic segmentation of corns and weeds during corn seedling stage in field

IntroductionWeeds are one of the main factors affecting crop growth, making weed control a pressing global problem. In recent years, interest in intelligent mechanical weed-control equipment has been growing. MethodsWe propose a semantic segmentation network, RDS_Unet, based on corn seedling fields...

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Bibliografski detalji

Glavni autori:	Jiapeng Cui, Feng Tan, Nan Bai, Yaping Fu
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2024-02-01
Serija:	Frontiers in Plant Science
Teme:	smart weeding equipment grass seedling identification semantic segmentation computer vision precision agricultural
Online pristup:	https://www.frontiersin.org/articles/10.3389/fpls.2024.1344958/full
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