Sustainable AI for plant disease classification using ResNet18 in few-shot learning

Sustainable AI for plant disease classification using ResNet18 in few-shot learning

Addressing the critical challenge of reduced crop production caused by plant diseases is essential to safeguard agricultural yield and quality. Conventional methods like visual inspection and laboratory testing are both time-consuming and costly. Although Modern AI-based deep learning techniques are...

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Bibliographic Details
Main Authors: Fareeha Naveed, Adven Masih, Jabar Mahmood, Moeez Ahmed, Aitizaz Ali, Aysha Saddiqa, Mohamed Shabbir Hamza Abdulnabi, Ebenezer Agbozo
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Array
Subjects:
AI-driven disease classification
Few-shot learning
Prototypical networks
ResNet18
Sustainable AI
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005625000220
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