Deep transfer learning for fine-grained maize leaf disease classification

Deep transfer learning for fine-grained maize leaf disease classification

Machine learning (ML) can enhance agricultural yields by combating plant diseases and climate change. However, traditional image processing techniques for disease detection have limitations in robustness and generalizability. In this study, we investigate deep transfer learning for fine-grained dise...

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Bibliographic Details
Main Authors: Imran Khan, Shahab Saquib Sohail, Dag Øivind Madsen, Brajesh Kumar Khare
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Journal of Agriculture and Food Research
Subjects:
Deep transfer learning
Machine learning
Image processing techniques
Disease classification
Maize plants
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Online Access:http://www.sciencedirect.com/science/article/pii/S2666154324001856

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http://www.sciencedirect.com/science/article/pii/S2666154324001856

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