Explainable deep learning model for automatic mulberry leaf disease classification

Explainable deep learning model for automatic mulberry leaf disease classification

Mulberry leaves feed Bombyx mori silkworms to generate silk thread. Diseases that affect mulberry leaves have reduced crop and silk yields in sericulture, which produces 90% of the world’s raw silk. Manual leaf disease identification is tedious and error-prone. Computer vision can categorize leaf di...

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Bibliographic Details
Main Authors: Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Abdus Salam, Emama Nahid, Faruque Ahmed, Nasser Al-Emadi, Mohamed Arselene Ayari, Amith Khandakar, Julfikar Haider
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Plant Science
Subjects:
mulberry leaf
depth wise separable convolution
parallel convolution
explainable artificial intelligence (XAI)
Shapley Additive Explanations (SHAP)
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2023.1175515/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2023.1175515/full

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