Surface Defect Detection of “Yuluxiang” Pear Using Convolutional Neural Network with Class-Balance Loss

Surface Defect Detection of “Yuluxiang” Pear Using Convolutional Neural Network with Class-Balance Loss

With increasing consumer expectations for the quality and safety of agricultural products, intelligent quality detection and gradation have considerable significance in agricultural production. The surface defect is an important indicator of quality, but is classified mainly using inefficient manual...

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Bibliographic Details
Main Authors: Haixia Sun, Shujuan Zhang, Rui Ren, Liyang Su
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Agronomy
Subjects:
class balanced loss
convolutional neural network
defect
“Yuluxiang” pear
defection
Online Access:https://www.mdpi.com/2073-4395/12/9/2076

Internet

https://www.mdpi.com/2073-4395/12/9/2076

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