The invention relates to the technical field of road monitoring, in particular to a highway vehicle monitoring method, computer equipment and a storage medium, and the method comprises the following steps: model training: screening a data set, setting a model, and training and verifying the model by using the data set until the model converges; collecting data: collecting video data of the expressway; performing model reasoning: performing reasoning detection on the video data by using a model, and judging whether an event occurs or not; and the uploading platform is used for uploading the event to the platform when the event occurs. According to the invention, through model training, data acquisition, model reasoning and platform uploading, monitoring of the expressway is realized, through model training, various bad driving behaviors can be defined, road conditions can be monitored and then uploaded to the platform, and management of the expressway is facilitated.
本发明涉及道路监控技术领域,尤其涉及一种高速公路车辆监控方法、计算机设备及存储介质,包括如下步骤:模型训练:筛选数据集,并设置模型,使用数据集对模型进行训练及验证,直至模型收敛;采集数据:对高速公路采集视频数据;模型推理:使用模型对视频数据进行推理检测,判断是否有事件发生;上传平台:当发生事件时,将事件上传平台。本发明中,通过模型训练、采集数据、模型推理和上传平台,实现对高速公路的监控,且通过模型训练,可以定义多种不良驾驶行为,及可以对道路状况进行监控,再上传至平台,方便对高速公路的管理。
Highway vehicle monitoring method, computer equipment and storage medium
一种高速公路车辆监控方法、计算机设备及存储介质
28.04.2023
Patent
Elektronische Ressource
Chinesisch
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