摘要
为高效管理装备试验数据资源,基于SpringCloud微服务架构和Kubernetes容器调度平台,设计装备试验数据管理平台。融合基于DBNet+CRNN的通用文字识别算法,实现试验文书、图像、视频、音频和结构化数据的采集、整编以及任务管理等功能。结果表明:该平台能有效提升对装备试验数据的全生命周期管理能力,为进一步挖掘分析装备试验数据潜在价值提供全面有效的数据资源支撑。
In order to efficiently manage equipment test data resources,an equipment test data management platform is designed based on SpringCloud micro-service architecture and Kubernetes container scheduling platform.The general character recognition algorithm based on DBNet+CRNN is integrated to realize the collection,reorganization and task management of test documents,images,videos,audios and structured data.The results show that the platform effectively improves the whole life cycle management capability of equipment test data,and provides comprehensive and effective data resource support for further mining and analyzing the potential value of equipment test data.
作者
李胜昌
胡明哲
谢志豪
Li Shengchang;Hu Mingzhe;Xie Zhihao(Demonstration and Research Department of Network Information System,Computer Application Technology Institute of China North Industries Group Corporation Limited,Beijing 100089,China)
出处
《兵工自动化》
北大核心
2024年第5期28-32,共5页
Ordnance Industry Automation
关键词
试验数据
采集整编
微服务
文字识别
test data
collection and compilation
micro-service
character recognition
作者简介
第一作者:李胜昌(1987-),男,湖北人,硕士。
