Research on Pepper External Quality Detection Based on Transfer Learning Integrated with Convolutional Neural Network

A pepper quality detection and classification model based on transfer learning combined with convolutional neural network is proposed as a solution for low efficiency of manual pepper sorting at the current stage. The pepper dataset was amplified with data pre-processing methods including rotation,...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Rui Ren, Shujuan Zhang, Haixia Sun, Tingyao Gao
Format:	Article
Language:	English
Published:	MDPI AG 2021-08-01
Subjects:	pepper image processing quality detection transfer learning convolutional neural network classification
Online Access:	https://www.mdpi.com/1424-8220/21/16/5305