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A Novel Approach to Apple Leaf Disease Detection UsingNeutrosophic Logic-Integrated EfcientNetB0.

Authors :
Rajput, Arpan Singh
Rajput, Alpa Singh
Thakur, Samajh Singh
Source :
Neutrosophic Sets & Systems. 2024, Vol. 73, p169-177. 9p.
Publication Year :
2024

Abstract

Detecting diseases in apple leaves accurately and efficiently is vital for maintaining healthy crops and ensuring optimal yield. This paper introduces a novel approach that integrates Neutrosophic Logic with the EfficientNetB0 model to enhance the classification of apple leaf diseases. The proposed method significantly improves precision, recall, and F1-scores across multiple disease classes, demonstrating its robustness and effectiveness compared to traditional techniques. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23316055
Volume :
73
Database :
Academic Search Index
Journal :
Neutrosophic Sets & Systems
Publication Type :
Academic Journal
Accession number :
180565959