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Erschienen in:
2017 | OriginalPaper | Buchkapitel
Implementation of a Smart IoT Factory Using an Agricultural Grade Sorting Device
verfasst von : Seokhoon Jeong, Ji Yeon Lee, Kuk Won Ko, Sangjoon Lee
Erschienen in: Advances in Computer Science and Ubiquitous Computing
Verlag: Springer Singapore
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Abstract
The purpose of this study is to implement the smart IoT factory through developing an automatic 6-years fresh ginseng grade classification device. The washed 6-years ginseng from farmland should be sorted 3 rating by a classification criterion such as weight and shape but this classification process has been conventionally performed manually and there are increasing sorting process costs. To overcome this disadvantage, we developed an automatic gin-seng sorting device. The 6 years ginseng put into the device for the classification is designed to perform such as the weight estimation and the shape analyzed by the image processing procedure, and classification result is sent to the factory server over the network. Evaluating the performance of developing machine experiment with 100 6-years ginseng showed a high recognition rate for 94 % for grade 1, 98 % for grade 2, and 90 % for grade 3.