Early Detection of Surface Mildew in Maize Kernels Using Machine Vision Coupled with Improved YOLOv5 Deep Learning Model

Early Detection of Surface Mildew in Maize Kernels Using Machine Vision Coupled with Improved YOLOv5 Deep Learning Model

Mildew in maize kernels is typically caused by various fungi, necessitating prompt detection and treatment to minimize losses during harvest and storage. In this study, a deep learning YOLOv5s algorithm based on machine vision technology was employed to develop a maize seed surface mildew detection...

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Bibliographic Details
Main Authors: Yu Xia, Ao Shen, Tianci Che, Wenbo Liu, Jie Kang, Wei Tang
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
deep learning
machine vision
YOLOv5s
maize seed
mildew detection
Online Access:https://www.mdpi.com/2076-3417/14/22/10489
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