The Classification of Peaches at Different Ripening Stages Using Machine Learning Models Based on Texture Parameters of Flesh Images

The Classification of Peaches at Different Ripening Stages Using Machine Learning Models Based on Texture Parameters of Flesh Images

The ripening stage can affect consumer preference and the market value of peaches. This study was aimed at developing an objective, effective, and fast procedure for distinguishing the different stages of ripeness of peaches using image texture parameters and models built using traditional machine l...

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Bibliographic Details
Main Authors: Ewa Ropelewska, Krzysztof P. Rutkowski
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Agriculture
Subjects:
ripeness
peach flesh
color images
traditional machine learning
classification
Online Access:https://www.mdpi.com/2077-0472/13/2/498

Internet

https://www.mdpi.com/2077-0472/13/2/498

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