A Method for Quantifying Mung Bean Field Planting Layouts Using UAV Images and an Improved YOLOv8-obb Model

A Method for Quantifying Mung Bean Field Planting Layouts Using UAV Images and an Improved YOLOv8-obb Model

Quantifying planting layouts during the seedling stage of mung beans (<i>Vigna radiata</i> L.) is crucial for assessing cultivation conditions and providing support for precise management. Traditional information extraction methods are often hindered by engineering workloads, time consum...

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Bibliographic Details
Main Authors: Kun Yang, Xiaohua Sun, Ruofan Li, Zhenxue He, Xinxin Wang, Chao Wang, Bin Wang, Fushun Wang, Hongquan Liu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agronomy
Subjects:
UAV image
YOLOv8-obb
object detection
mung bean
planting layout
linear fitting
Online Access:https://www.mdpi.com/2073-4395/15/1/151
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