首页|人工智能在北方铁路口岸木材材积测量中的应用测试研究

人工智能在北方铁路口岸木材材积测量中的应用测试研究

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随着深度学习的开放,人工智能在近几年得到了快速发展.满洲里海关运用人工智能技术升级改造了铁路口岸木材材积测量系统.此套系统在满洲里铁路口岸原有木材材积测量系统的基础上,引入人工智能技术,采用深度卷积神经网络,实现对木材材积智能、快速、准确识别.研究结果表明,人工智能技术在北方铁路口岸木材材积测量系统中具有广泛的应用前景,可有效降低人工误差及劳动强度,避免作业风险,为北方铁路口岸海关查验作业提质增效提供了科技装备创新的探索方向.
Research on the Alication of Atificial Intelligence in Timber Volume Measurement at the Northern Rilway Port
With the opening of deep learning,artificial intelligence has been rapidly developed in recent years.Manzhouli Customs upgraded the timber volume measurement system at railway ports by using artificial intelligence technology.On the basis of the original timber volume measurement system of Manzhouli Railway Port,this system introduces artificial intelligence technology and uses deep convolutional neural network to realize intelligent,fast and accurate identification of timber volume.The results show that artificial intelligence technology has a wide application prospect in the timber volume measurement system of the northern railway port,which can effectively reduce the manual error and labor intensity,avoid the operation risk,and provide an exploration direction for the innovation of scientific and technological equipment for the quality and efficiency of the customs inspection operation of the northern railway port

Timber Volume MeasurementArtificial IntelligenceConvolutional Neural networksCustoms Supervision

刘磊、左鹏、刘韬、张义

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满洲里海关,内蒙古 满洲里 021400

哈尔滨海关,黑龙江 哈尔滨 150090

木材材积测量 人工智能 卷积神经网络 海关监管

海关总署科研项目

2022HK107

2024

对外经贸
黑龙江省对外贸易经济合作研究所 黑龙江省国际经济贸易学会

对外经贸

CHSSCD
影响因子:0.394
ISSN:2095-3283
年,卷(期):2024.(4)
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