Improved YOLOv8-Based Segmentation Method for Strawberry Leaf and Powdery Mildew Lesions in Natural Backgrounds

Improved YOLOv8-Based Segmentation Method for Strawberry Leaf and Powdery Mildew Lesions in Natural Backgrounds

This study addresses the challenge of segmenting strawberry leaves and lesions in natural backgrounds, which is critical for accurate disease severity assessment and automated dosing. Focusing on strawberry powdery mildew, we propose an enhanced YOLOv8-based segmentation method for leaf and lesion d...

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Bibliographic Details
Main Authors: Mingzhou Chen, Wei Zou, Xiangjie Niu, Pengfei Fan, Haowei Liu, Cuiling Li, Changyuan Zhai
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Agronomy
Subjects:
image processing
instance segmentation
deep learning
YOLOv8
strawberry powdery mildew
Online Access:https://www.mdpi.com/2073-4395/15/3/525
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