A novel approach for estimating the flowering rate of litchi based on deep learning and UAV images

A novel approach for estimating the flowering rate of litchi based on deep learning and UAV images

Litchi flowering management is an important link in litchi orchard management. Statistical litchi flowering rate data can provide an important reference for regulating the number of litchi flowers and directly determining the quality and yield of litchi fruit. At present, the statistical work regard...

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Bibliographic Details
Main Authors: Peiyi Lin, Denghui Li, Yuhang Jia, Yingyi Chen, Guangwen Huang, Hamza Elkhouchlaa, Zhongwei Yao, Zhengqi Zhou, Haobo Zhou, Jun Li, Huazhong Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Plant Science
Subjects:
litchi flowering rate
convolutional neural network
object detection
UAV images
image analysis
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.966639/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2022.966639/full

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