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IDENTIFICATION OF CROP DISEASES USING DEEP LEARNING ALGORITHM.

Authors :
MARIN, Florin Bogdan
MATACHE, Mihai Gabriel
MARIN, Mihaela
GURĂU, Carmela
GURĂU, Gheorghe
Source :
Annals of the University Dunarea de Jos of Galati: Fascicle IX, Metallurgy & Materials Science. Sep2022, Vol. 40 Issue 3, p20-23. 4p.
Publication Year :
2022

Abstract

In this paper we present an algorithm based on deep learning. The program allows the user to select in a graphical interface the type of plant for which it is desired to insert images for disease identification. To train and test models, we used our own data set with a relatively small number of images, and all images were captured in culture, and not in laboratory conditions. The algorithm is based on deep learning approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
26684748
Volume :
40
Issue :
3
Database :
Academic Search Index
Journal :
Annals of the University Dunarea de Jos of Galati: Fascicle IX, Metallurgy & Materials Science
Publication Type :
Academic Journal
Accession number :
160247218
Full Text :
https://doi.org/10.35219/mms.2022.3.04