结合图像识别与物联网技术在智能物流中的应用研究

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Research on the Application of Image Recognition and IoT Technology in Smart Logistics

DUTianyi'，SHI Yongqiao²，WUYiqin'，WU Zhenyong'（1.SchoolofgetieedinginUesityfftioee&olog;2.Guangxi Liuyao Group Co.， Ltd.， Liuzhou 5450o1， China）

关键词：图像识别；物联网；智能物流；卷积神经网络；数据融合中图分类号：F259.2；TP391.44 文献标志码：A DOI： 10.13714/j.cnki.1002-3100.2026.04.005

Abstract：Asalofetdtiolsscelste imagrecognitiontehnologandteInteetofngs（oTtechnolgprovidesanewsolutionforinteligentlgistisBycostctig acargorecognitionmodelbasedonconvolutionalneuralnetworks，combiedwithITdevicessuchasRFandsensors，elint management of the entire logistics processis achieved. The integrated system reaches a cargo sorting accuracy of 98.7% ， representing an increase of 23.4% compared to traditional methods，and its average processng time is reduced to O.8 seconds， improving effcency by 41.2% Thesystemshowsigfcantadvantagesinsenariossuchaswarehousemanagementanddliveryrouteoptimzationablingrealtie monitoringofgtatusaddaicadusetofeatalproeesTstolicaliegatiospridstiical support forthe digital tansformation ofthelogistics industryandholds important practical value and promotionsignificance.

Key words：image recognition; Internet ofThings; inteligent logistics; convolutional neural networks; data fusion

0引言

近年来，物流业务量快速增长，对传统作业模式提出了严峻考验。（剩余5004字）