Automatic counting of rapeseed inflorescences using deep learning method and UAV RGB imagery

Automatic counting of rapeseed inflorescences using deep learning method and UAV RGB imagery

Flowering is a crucial developing stage for rapeseed (Brassica napus L.) plants. Flowers develop on the main and branch inflorescences of rapeseed plants and then grow into siliques. The seed yield of rapeseed heavily depends on the total flower numbers per area throughout the whole flowering period...

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Bibliographic Details
Main Authors: Jie Li, Yi Li, Jiangwei Qiao, Li Li, Xinfa Wang, Jian Yao, Guisheng Liao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-01-01
Series:Frontiers in Plant Science
Subjects:
rapeseed
deep learning
unmanned aerial vehicle
attention mechanism
rapeseed inflorescence counting
seed yield
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1101143/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1101143/full

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