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基于AI视觉的物联网智能安防系统设计

郭子川 褚华川

数码设计Issue(21):39-41,3.
数码设计Issue(21):39-41,3.

基于AI视觉的物联网智能安防系统设计

Design of IoT Smart Security System Based on AI Vision

郭子川 1褚华川1

作者信息

  • 1. 郑州工业安全职业学院,郑州 451100
  • 折叠

摘要

Abstract

With the rapid development of Internet of Things(IoT)technology and artificial intelligence,traditional security systems can no longer meet modern society's safety requirements.By combining deep learning-based computer vision technology with IoT architecture,an intelligent security system has been constructed.The system utilizes improved deep object detection algorithms to achieve real-time multi-object recognition,employs edge computing to reduce system latency,and establishes a distributed architecture to enhance system scalability.Experimental results demonstrate that the system achieves high object detection accuracy in complex scenarios,features short response times,and shows significant performance improvements over traditional security systems,providing a new technical solution for smart security.

关键词

人工智能/物联网/智能安防/目标检测/边缘计算

Key words

artificial intelligence/internet of things/smart security/target detection/edge computing

分类

信息技术与安全科学

引用本文复制引用

郭子川,褚华川..基于AI视觉的物联网智能安防系统设计[J].数码设计,2024,(21):39-41,3.

基金项目

文章基于2023年河南省职业教育教学改革研究与实践项目"数字化转型背景下的电子类专业新型学徒制课程体系建设实践研究"[项目编号:豫教(2024)05533]. (2024)

数码设计

1672-9129

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