Automated abnormal potato plant detection system using deep learning models and portable video cameras

Automated abnormal potato plant detection system using deep learning models and portable video cameras

Potatoes are the world’s most important root and tuber crop. A diseased seed potato can produce approximately 10 potato tubers, and the disease can propagate through the seed potato production cycle. To promote stable potato production, quality seed potatoes that are healthy and disease-free should...

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Bibliographic Details
Main Authors: Yu Oishi, Harshana Habaragamuwa, Yu Zhang, Ryo Sugiura, Kenji Asano, Kotaro Akai, Hiroyuki Shibata, Taketo Fujimoto
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Disease diagnosis
Portable camera
Deep learning
Image classification
Object detection
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421002166

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http://www.sciencedirect.com/science/article/pii/S0303243421002166

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