The embodiment of the invention provides a fatigue detection method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining a to-be-detected image; determining face information in the to-be-detected image according to a preset face detection algorithm; the face detection algorithm at least comprises a Haar cascade classifier; determining an eye movement mode and character fixation point information in the to-be-detected image according to a preset eye movement tracking algorithm; determining expression information in the to-be-detected image according to a pre-trained expression recognition model; and according to the eye state information, the eye movement mode, the person fixation point information and the expression information in the face information, determining the person fatigue state information in the to-be-detected image, so that corresponding reminding and suggestions are provided according to the fatigue degree of the driver, the driving safety is improved, and more intelligent and humanized driving experience is provided.
本申请实施例提供一种疲劳检测方法、装置、电子设备及存储介质,该方法包括通过获取待检测图像;根据预先设置的人脸检测算法,确定待检测图像中的人脸信息;人脸检测算法至少包括Haar级联分类器;根据预先设置的眼动追踪算法,确定待检测图像中眼睛移动模式和人物注视点信息;根据预先训练好的表情识别模型,确定与待检测图像中的表情信息;根据人脸信息中的眼睛状态信息、眼睛移动模式、人物注视点信息和表情信息,确定待检测图像中的人物疲劳状态信息,这样,根据司机的疲劳程度,提供相应的提醒和建议,提高驾驶的安全行,提供了更为智能和人性化的驾驶体验。
Fatigue detection method and device, electronic equipment and storage medium
一种疲劳检测方法、装置、电子设备及存储介质
2024-06-18
Patent
Electronic Resource
Chinese
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