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robotvision2's Introduction

移动端实时疲劳驾驶检测

在ARM端实现疲劳驾驶实时检测,检测速度20FPS以上。
软件环境: 移动端框架ncnn、opencv、qt。
硬件环境: samsung6818A53系列ARM,cpu: Cortex-A53,8核。

检测流程

通过USB(红外)摄像头采集驾驶员面部图像,基于MTCNN检测驾驶员人脸,保存眼睛状态序列,根据PERCLOS准则做出疲劳预警。

具体实现

1.caffe模型转ncnn、交叉编译Opencv\ncnn的arm库;
2.基于QT的Qwidget类创建QT widget Application,videodevice类管理摄像头,eye_statue类实现眼睛状态识别,mouth_statue类实现嘴部状态识别,mtcnn类实现人脸及特征点检测,widget类实现PERCLOS疲劳检测,及低头预警;

上学时参加禁赛用的,有些粗糙了>-<

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robotvision2's Issues

Tried to build it, but there seems to be a missing file.

I tried to build that code, but I checked that there were missing files as shown in the picture. Is it correct that these files are missing? Or is there anything else I missed?

Thank you!

我试图构建那个代码,但是确认了照片上显示的文件丢失了. 这些文件不见了,对吗? 或者还有什么我遗漏的吗?

谢谢!

1500_getImage

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