Apple quality identification and classification by image processing based on convolutional neural networks

Abstract This work researched apple quality identification and classification from real images containing complicated disturbance information (background was similar to the surface of the apples). This paper proposed a novel model based on convolutional neural networks (CNN) which aimed at accurate...

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Bibliographic Details
Main Authors: Yanfei Li, Xianying Feng, Yandong Liu, Xingchang Han
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-96103-2