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A lightweight Yunnan Xiaomila detection and pose estimation based on improved YOLOv8

IntroductionYunnan Xiaomila is a pepper variety whose flowers and fruits become mature at the same time and multiple times a year. The distinction between the fruits and the background is low and the background is complex. The targets are small and difficult to identify.MethodsThis paper aims at the...

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Principais autores: Fenghua Wang, Yuan Tang, Zaipeng Gong, Jin Jiang, Yu Chen, Qiang Xu, Peng Hu, Hailong Zhu
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2024-06-01
Serier:Frontiers in Plant Science
Fag:
improved YOLOv8
Xiaomila fruits
target detection
lightweight
pose estimation
Online adgang:https://www.frontiersin.org/articles/10.3389/fpls.2024.1421381/full
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