The invention relates to a driving style identification method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring driving data generated by a target vehicle within a past preset duration; extracting feature data related to the driving style from the driving data, and constructing multiple pieces of time sequence data based on the feature data related to the driving style; using a pre-trained feature extraction model based on an attention mechanism to extract driving features from the multiple pieces of time series data; and determining a driving style of the target vehicle based on the driving characteristics. According to the embodiment of the invention, the recognition efficiency and accuracy of the driving style can be improved.
本申请涉及一种驾驶风格识别方法、装置、计算机设备和存储介质。所述方法包括:获取目标车辆在过去预设时长内产生的驾驶数据;从驾驶数据中提取与驾驶风格相关的特征数据,并基于与驾驶风格相关的特征数据构建多条时序数据;使用预先训练好的基于注意力机制的特征提取模型从上述多条时序数据中提取驾驶特征;基于驾驶特征确定目标车辆的驾驶风格。本申请实施例能够提高驾驶风格的识别效率和准确率。
Driving style recognition method and device, computer equipment and storage medium
驾驶风格识别方法、装置、计算机设备和存储介质
2024-07-16
Patent
Electronic Resource
Chinese
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion |
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