DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism

DPD-YOLO: dense pineapple fruit target detection algorithm in complex environments based on YOLOv8 combined with attention mechanism

With the development of deep learning technology and the widespread application of drones in the agricultural sector, the use of computer vision technology for target detection of pineapples has gradually been recognized as one of the key methods for estimating pineapple yield. When images of pineap...

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Bibliographic Details
Main Authors: Cong Lin, Wencheng Jiang, Weiye Zhao, Lilan Zou, Zhong Xue
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Plant Science
Subjects:
pineapple detection
UAV
BiFPN
YOLOv8
coordinate attention
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1523552/full
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