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Rapid Grapevine Health Diagnosis Based on Digital Imaging and Deep Learning

Deep learning plays a vital role in precise grapevine disease detection, yet practical applications for farmer assistance are scarce despite promising results. The objective of this research is to develop an intelligent approach, supported by user-friendly, open-source software named AI GrapeCare (V...

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Uloženo v:
Hlavní autoři: Osama Elsherbiny, Ahmed Elaraby, Mohammad Alahmadi, Mosab Hamdan, Jianmin Gao
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2024-01-01
Edice:Plants
Témata:
grapevine disease
digital imaging
GLCM
hybrid deep networks
transfer learning
standalone software
On-line přístup:https://www.mdpi.com/2223-7747/13/1/135
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