Deep Learning Models for Detection and Severity Assessment of Cercospora Leaf Spot (<i>Cercospora capsici</i>) in Chili Peppers Under Natural Conditions

Deep Learning Models for Detection and Severity Assessment of Cercospora Leaf Spot (<i>Cercospora capsici</i>) in Chili Peppers Under Natural Conditions

The accurate assessment of plant disease severity is crucial for effective crop management. Deep learning, especially via CNNs, is widely used for image segmentation in plant lesion detection, but accurately assessing disease severity across varied environmental conditions remains challenging. This...

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Bibliographic Details
Main Authors: Douglas Vieira Leite, Alisson Vasconcelos de Brito, Gregorio Guirada Faccioli, Gustavo Haddad Souza Vieira
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Plants
Subjects:
convolutional neural networks
CNN
plant disease severity
cercospora leaf spot
Online Access:https://www.mdpi.com/2223-7747/14/13/2011
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