Federated Transfer Learning for Rice-Leaf Disease Classification across Multiclient Cross-Silo Datasets

Federated Transfer Learning for Rice-Leaf Disease Classification across Multiclient Cross-Silo Datasets

Paddy leaf diseases encompass a range of ailments affecting rice plants’ leaves, arising from factors like bacteria, fungi, viruses, and environmental stress. Precision agriculture leverages technologies for enhanced crop production, with disease detection being a vital element. Prompt identificatio...

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Bibliographic Details
Main Authors: Meenakshi Aggarwal, Vikas Khullar, Nitin Goyal, Rama Gautam, Fahad Alblehai, Magdy Elghatwary, Aman Singh
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Agronomy
Subjects:
federated learning
transfer learning
resource utilization
IID and non-IID
Online Access:https://www.mdpi.com/2073-4395/13/10/2483

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https://www.mdpi.com/2073-4395/13/10/2483

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