异常驾驶行为识别-天润智力

功能介绍

system structure

基于深度学习和云计算的驾驶行为识别系统，能通过对驾驶员的面部表情，肢体动作和语言表达的分析来判断分析驾驶员的驾驶状态和行为。如果检测到驾驶异常行为，系统会进入警戒状态，启动相应预警防护措施

异常处理原理

功能体验

Functional experience

使用手机:99%

未系安全带:18%

双手离开方向盘:33%

吸烟:26%

视角未朝前方:60%

或

注：图片文件类型支持PNG、JPG、JPGE、BMP，图片大小不超过2M

{
    "person_num":1,
    "person_info":[
        {
            "attributes":{
                "cellphone":{
                    "threshold":0.6380000114440918,
                    "score":0.9903115034103394
                },
                "both_hands_leaving_wheel":{
                    "threshold":0.4909999966621399,
                    "score":0.3389283418655396
                },
                "not_facing_front":{
                    "threshold":0.4580000042915344,
                    "score":0.6087856292724609
                },
                "not_buckling_up":{
                    "threshold":0.4490000009536743,
                    "score":0.1823674738407135
                },
                "smoke":{
                    "threshold":0.4370000064373016,
                    "score":0.2675434648990631
                }
            },
            "location":{
                "width":713,
                "top":3,
                "height":429,
                "left":26
            }
        }
    ],
    "log_id":3945992453300672000
}

应用场景

Application scenario