Research of segmentation recognition of small disease spots on apple leaves based on hybrid loss function and CBAM

Research of segmentation recognition of small disease spots on apple leaves based on hybrid loss function and CBAM

Identification technology of apple diseases is of great significance in improving production efficiency and quality. This paper has used apple Alternaria blotch and brown spot disease leaves as the research object and proposes a disease spot segmentation and disease identification method based on DF...

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Bibliographic Details
Main Authors: Xiaoqian Zhang, Dongming Li, Xuan Liu, Tao Sun, Xiujun Lin, Zhenhui Ren
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Plant Science
Subjects:
hybrid loss function
CBAM
U-net
small spot segmentation
apple leaf disease
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1175027/full

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