The invention relates to the field of driving safety, in particular to a fatigue driving detection method, device and equipment and a computer readable storage medium, and the method comprises the steps: obtaining the driving data of a vehicle at each time point in a target time period, and obtaining the face image data of a target driver at each time point in the target time period; performing feature extraction on the driving data at each time point to obtain a driving feature sequence, and performing feature extraction on the facial image data at each time point to obtain a facial feature sequence; performing feature fusion on the driving feature sequence and the facial feature sequence to obtain a fused feature sequence; and inputting the fused feature sequence into a preset fatigue driving detection model to obtain a fatigue driving detection result of the target driver at the current moment. According to the method and the device, the fatigue driving detection can adapt to the difference of each driver, so that the accuracy of the fatigue driving detection is improved.
本申请涉及驾驶安全领域,尤其涉及一种疲劳驾驶检测方法、装置、设备及计算机可读存储介质,方法包括:获取车辆在目标时间段内各个时间点的行驶数据,并获取目标驾驶员在目标时间段内各个时间点的面部图像数据;对各个时间点的行驶数据进行特征提取得到行驶特征序列,并对各个时间点的面部图像数据进行特征提取得到面部特征序列;对行驶特征序列和面部特征序列进行特征融合得到融合特征序列;将融合特征序列输入预设的疲劳驾驶检测模型,得到目标驾驶员在当前时刻的疲劳驾驶检测结果。本申请实现了使得疲劳驾驶检测可以适应每个驾驶员的差异性,从而提高疲劳驾驶检测的准确性。
Fatigue driving detection method, device and equipment and computer readable storage medium
疲劳驾驶检测方法、装置、设备及计算机可读存储介质
2024-07-02
Patent
Electronic Resource
Chinese
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