Precision Detection of Dense Plums in Orchards Using the Improved YOLOv4 Model

The precision detection of dense small targets in orchards is critical for the visual perception of agricultural picking robots. At present, the visual detection algorithms for plums still have a poor recognition effect due to the characteristics of small plum shapes and dense growth. Thus, this pap...

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Bibliographic Details
Main Authors: Lele Wang, Yingjie Zhao, Shengbo Liu, Yuanhong Li, Shengde Chen, Yubin Lan
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Plant Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2022.839269/full