Special-shaped cigarette checking system based on AIoT technology
Konferenz: MEMAT 2022 - 2nd International Conference on Mechanical Engineering, Intelligent Manufacturing and Automation Technology
07.01.2022 - 09.01.2022 in Guilin, China
Tagungsband: MEMAT 2022
Seiten: 5Sprache: EnglischTyp: PDF
Autoren:
Li, Chengxi; Jiang, Xianghui; Lu, Linbo (Guilin Branch of Guangxi Zhuang Autonomous Region Tabaco Company, Guilin, Guangxi, China)
Zhang, Tong; Liao, Jiashe (School of Mechanical and Electrical Engineering, Guilin University of Electronic Technology, Guilin, Guangxi, China)
Inhalt:
Special shaped tobacco has brought great challenges to the existing tobacco packaging system. This paper designs a set of special-shaped tobacco verification system based on AIoT. It uses machine vision technology to obtain clear abnormal smoke pictures, and then inputs the abnormal smoke pictures into the trained depth neural network model to complete detection and verification. AIoT architecture well balances the huge amount of computing required by the system. Through experimental verification, the accuracy of system verification is high, which is helpful to realize industrial automation.