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

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

Internet

https://www.mdpi.com/1424-8220/21/16/5305

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