The invention discloses an intelligent road patrol system based on machine vision, which comprises a data set model module, a training model module, a model application module, and newly added multi-modal data integration, real-time weather data integration, an adaptive learning mechanism, predictive maintenance, an emergency response mechanism, a user interface and interactive optimization. By integrating various sensor data, real-time weather information and advanced deep learning technology, the system not only can more accurately identify and analyze various conditions on the expressway, but also can adaptively adjust according to different environmental conditions. In addition, due to introduction of predictive maintenance and an emergency response mechanism, a new solution is provided for improving road safety and response efficiency. And finally, optimization of the user interface enables decision makers and maintenance personnel to obtain information and make decisions more intuitively and conveniently.
本发明公开了一种基于机器视觉的公路智能巡查系统,包括数据集合模型模块、训练模型模块和模型应用模块,以及新增的多模态数据集成、实时天气数据集成、自适应学习机制、预测性维护、紧急响应机制和用户界面及交互优化。本系统通过整合多种传感器数据、实时天气信息和先进的深度学习技术,系统不仅能够更准确地识别和分析高速公路上的各种情况,而且能够根据不同的环境条件自适应地进行调整。此外,预测性维护和紧急响应机制的引入,为提高道路安全和响应效率提供了新的解决方案。最后,用户界面的优化使得决策者和维护人员可以更加直观、便捷地获取信息和作出决策。
Intelligent road patrol system based on machine vision
基于机器视觉的公路智能巡查系统
2024-05-07
Patent
Electronic Resource
Chinese
IPC: | G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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