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Article

Hybrid CNN–Transformer Model for Maize Leaf Blight Classification using Adaptive Genetic Optimization

2026-02-20

Abstract excerpt

<title>Abstract</title> <p>Maize leaf blight is a disastrous foliar disease in the world production of maize that causes significant losses in terms of yield annually. The classical machine learning and convolutional neural network (CNN) models are prone to poor generalization across the different conditions in the field because of differences in lighting, background, and leaf morphology. To counter these difficu...

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Literature Corpus work
b7c2ed66-9114-512c-bd63-7d5b4da56d30
DOI
10.21203/rs.3.rs-8783155/v1
Open publication

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Hybrid CNN–Transformer Model for Maize Leaf Blight Classification using Adaptive Genetic OptimizationDOI 10.21203/rs.3.rs-8783155/v1
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