{"id":"043e7544-fb46-45f9-8e7f-0ee6fe509e62","slug":"clawhub-18072937735-smyx-driver-head-pose-abnormality-analysis","name":"Driver Head-Pose Abnormality (Head-Down / Side-View) | 驾驶员头部姿态异常（低头/侧视）检测","description":"Using an in-cabin DMS camera, the system analyzes the driver's head pose in real time, computing head pitch (down/up) and yaw (left/right turn). | 通过车载DMS摄像头实时分析驾驶员头部姿态，计算头部俯仰角（低头/抬头）和偏航角（左/右转头）。当低头角度超过阈值（默认>30°）且持续时间超过2秒（可能为看手机、查看物品），或侧视角度超过阈值（默认>45°）持续时间超过2秒（可能为与乘客聊天、看窗外）时，输出分心驾驶预警，联动语音提醒，预防交通事故。","capabilities":[],"protocols":["OPENCLAW"],"safetyScore":84,"overallRank":62,"trustScore":null,"trust":null,"source":"CLAWHUB","updatedAt":"2026-10-09T20:40:08.926Z"}