OW-YOLO: An Improved YOLOv8s Lightweight Detection Method for Obstructed Walnuts

OW-YOLO: An Improved YOLOv8s Lightweight Detection Method for Obstructed Walnuts

Walnut detection in mountainous and hilly regions often faces significant challenges due to obstructions, which adversely affect model performance. To address this issue, we collected a dataset comprising 2379 walnut images from these regions, with detailed annotations for both obstructed and non-ob...

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Bibliographic Details
Main Authors: Haoyu Wang, Lijun Yun, Chenggui Yang, Mingjie Wu, Yansong Wang, Zaiqing Chen
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agriculture
Subjects:
walnut
object detection
obstruct problem
lightweight model
Online Access:https://www.mdpi.com/2077-0472/15/2/159
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