一种OCR仪表数值自动识别系统在电子吊秤自动检测中的应用  

Application of an OCR Instrument Value Automatic Identification System in Automatic Detection of Electronic Hanging Scale

作　　者：董晨光 黄现云 朱浩 蒋曦初 李家沛 黄一飞 DONG Chen-guang

机构地区：[1]苏州市计量测试院

出　　处：《衡器》2021年第12期12-14,19,共4页Weighing Instrument

摘　　要：针对电子吊秤自动检测系统中被检的电子吊秤仪表形状、大小以及新旧破损程度等不同导致的自动识别正确率不够高以及调整镜头较频繁和需要便捷性较强等问题,本项目从硬件上设计定制更易调节的人体工学支架增加调节便捷性,软件算法上采用深度学习识别算法,提高识别正确率和工作效率。In view of the problems such as insufficient automatic recognition accuracy,frequent lens adjustment and strong convenience caused by the different shape,size and old and new damage degree of the inspected electronic scale instrument in the electronic scale automatic detection system,the project designs and customizes the ergonomic support which is easier to adjust from the hardware to increase the convenience of adjustment.The software algorithm adopts deep learning recognition algorithm to improve the recognition accuracy and work efficiency.

关 键 词：电子吊秤 自动检测系统 示值识别 深度学习 

分 类 号：TH715.14[机械工程—测试计量技术及仪器]