The invention discloses an Internet of Vehicles alarm model construction method, a correction method, an alarm system, a readable storage medium and a program product, which can save a lot of time cost and labor cost and achieve higher accuracy. The construction method comprises the following steps: forming a sample data set; manually marking a part of the sample data set to form a hand mark data set; establishing a first algorithm model based on artificially set conditions; evaluating the accuracy of the first algorithm model by using at least one part of the hand tag data in the hand tag data set; automatically marking the other part in the sample data set by using the first algorithm model to form a machine mark data set; training the machine logo data set by using a recurrent neural network to form an initial Internet of Vehicles alarm model; evaluating the initial Internet of Vehicles alarm model by using the hand tag data set for evaluation; updating the initial Internet of Vehicles alarm model by using the training hand tag data set; and evaluating the updated Internet of Vehicles alarm model by using the hand tag data set for evaluation.
一种车联网警报模型构建方法、修正方法、警报系统、可读存储介质及程序产品,能够节省大量时间成本和人力成本,达到更高的正确率。构建方法包括:形成样本数据集;对样本数据集中的一部分进行手动标记以形成手标数据集;基于人为设定的条件,建立第一算法模型;利用手标数据集中的至少一部分手标数据,对第一算法模型的正确率进行评估;利用第一算法模型,对样本数据集中的另一部分进行自动标记以形成机标数据集;利用循环神经网络对机标数据集进行训练以形成初始车联网警报模型;利用评测用手标数据集对初始车联网警报模型进行评估;利用训练用手标数据集对初始车联网警报模型进行更新;利用评测用手标数据集对更新后的车联网警报模型进行评估。
Internet of vehicles alarm model, construction method, correction method, alarm system, readable storage medium and program product
车联网警报模型、构建方法、修正方法、警报系统、可读存储介质及程序产品
2023-10-10
Patent
Electronic Resource
Chinese
IPC: | G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / H04W WIRELESS COMMUNICATION NETWORKS , Drahtlose Kommunikationsnetze |
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