Maize Small Leaf Spot Classification Based on Improved Deep Convolutional Neural Networks with a Multi-Scale Attention Mechanism

Maize Small Leaf Spot Classification Based on Improved Deep Convolutional Neural Networks with a Multi-Scale Attention Mechanism

Maize small leaf spot (<i>Bipolaris maydis</i>) is one of the most important diseases of maize. The severity of the disease cannot be accurately identified, the cost of pesticide application increases every year, and the agricultural ecological environment is polluted. Therefore, in orde...

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Bibliographic Details
Main Authors: Chenghai Yin, Tiwei Zeng, Huiming Zhang, Wei Fu, Lei Wang, Siyu Yao
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Agronomy
Subjects:
small spot disease
disease grading
dilated inception
multi-scale feature extraction
deep learning
Online Access:https://www.mdpi.com/2073-4395/12/4/906

Internet

https://www.mdpi.com/2073-4395/12/4/906

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