Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance

Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance

In this study, the electronic design of a low-cost and portable spectrophotometer device capable of analyzing in the visible-near infrared region was established. The design of C#.NET-based user-friendly device control software and the development of machine learning algorithms for data classificati...

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Bibliographic Details
Main Authors: Saddam Heydarov, Musa Aydin, Cagri Faydaci, Suha Tuna, Sadullah Ozturk
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Engineering Science and Technology, an International Journal
Subjects:
Spectrometer
Classification
Data analysis
Machine learning
Implementation
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098622002117

Internet

http://www.sciencedirect.com/science/article/pii/S2215098622002117

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