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智能视频分析平台技术研究及钢铁行业应用

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为提高钢铁企业的生产效率和产品质量,解决人工监控带来的高劳动强度、低效率和误差大的问题,提出构建云边协同的智能视频分析平台,结合AI视觉算法,实现对视频数据的智能分析与处理.具体阐述了智能视频分析平台的总体技术架构,并基于钢铁行业应用场景进行应用成效分析.该技术目前已在众多大型钢铁企业中试点应用,显著提升了关键生产环节的监管效率和准确性,为钢铁企业的智能化转型提供了技术支撑.
Research on Intelligent Video Analysis Platform Technology and Its Application in the Steel Industry
To improve the production efficiency and product quality of iron and steel enterprises,and solve the problems of high labor intensity,low efficiency,and large errors caused by manual monitoring,it is proposed to build an intelligent video analysis platform for cloud edge collaboration,combined with AI visual algorithms,to achieve intelligent analysis and processing of video data.This paper elaborates on the overall technical architecture of the intelligent video analysis platform and analyzes its application effectiveness based on the application scenarios in the steel industry.This technology has been piloted and applied in many large steel enterprises,significantly improving the regulatory efficiency and accuracy of key production processes,and providing technical support for the intelligent transformation of steel enterprises.

Artificial Intelligencecloud computingedge computingAI visioniron and steel industry

陈艳敏

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上海宝信软件股份有限公司

人工智能 云计算 边缘端计算 AI视觉 钢铁制造行业

2024

信息技术与标准化
中国电子技术标准化研究所

信息技术与标准化

影响因子:0.219
ISSN:1671-539X
年,卷(期):2024.(7)