基于深度学习的驾驶员分心驾驶行为（疲劳+危险行为）预警系统使用YOLOv5+Deepsort实现驾驶员的危险驾驶行为的预警监测

License: GNU General Public License v3.0

Python 99.58% Dockerfile 0.42%

deepsort yolov5 playsound opencv object-detection tracker driver-behavior tired python deeplearning

yolov5-deepsort-driverdistracted-driving-behavior-detection's People

Contributors

Stargazers

Watchers

Forkers

1647790440 gityz329 maxin034 icenaive anjisuan42 778699 gitqinxinyu m-liu1987 zhangyanwei-coder zhounature lxp2014 xiaoyuer918 xinyyyyy5 xiaoyuxiaoer zhaohengmaster newboy01 alonggs richiesui superrichiesui lnsslimbo xiebinbb nick-7777777 tianzhijiaozia ai-predict-analysis cjk-l liu-yufa mjrmhyth yunhai0920 pengyang1225 thirteentj zrh02 scott-mao qxqxzzz handsomeboydy lclfans tincan6 moneypi ronyclear tonyzzzzz yang-peter lem89757 stu-github shunchangdu houweidong614 iamfaith smilegx110 haoyue-code jh-001 lifeng0718 wx00928 jihuacao zhaiyoga xialibing ajunlonglive zaynstark tvshow5727 xianfanwindy zhilangtaosha yangsuhui boragocode hanxm715 federalcaptain houcy codecademynine balabalabalalahei huangduanfu away-star honggujeong wusopp iq-scm logwood summithwangcn hailangzz randall-w cup-2021 hsaigroup yaozhenfa joh2nor chrisyuancn wawawawawawawaw zhaixingang misuzuuu emmajym dusk-g shuyunqi 2500583218 2286077401 ray011001 feature-map makui1 socylx liufenghiee

yolov5-deepsort-driverdistracted-driving-behavior-detection's Issues

在我运行main.py之后并没有出现面部的框，只能检测到眼睛和嘴巴，手机喝水等也没有检测到，是为什么啊。有具体的开发文档吗？可以请教一下具体的环境版本吗

数据集

您好，非常感谢您的项目，我现在想做一些修改，请问能发一下数据集吗邮箱 [email protected],非常感谢！

Fusing layers...
Model Summary: 224 layers, 7062001 parameters, 0 gradients
Traceback (most recent call last):
File "d:\Downloads\Yolov5-deepsort-driverDistracted-driving-behavior-detection\main.py", line 11, in
import myframe
File "C:\Users\PC\AppData\Local\Programs\Python\Python310\Lib\site-packages\shiboken2\files.dir\shibokensupport_feature_.py", line 142, in import
return original_import(name, *args, **kwargs)
File "d:\Downloads\Yolov5-deepsort-driverDistracted-driving-behavior-detection\myframe.py", line 5, in
import myfatigue #疲劳检测
File "C:\Users\PC\AppData\Local\Programs\Python\Python310\Lib\site-packages\shiboken2\files.dir\shibokensupport_feature.py", line 142, in import
return original_import(name, *args, **kwargs)
File "d:\Downloads\Yolov5-deepsort-driverDistracted-driving-behavior-detection\myfatigue.py", line 4, in
from imutils.video import FileVideoStream
File "C:\Users\PC\AppData\Local\Programs\Python\Python310\Lib\site-packages\shiboken2\files.dir\shibokensupport_feature.py", line 142, in _import
return original_import(name, *args, **kwargs)
ModuleNotFoundError: No module named 'imutils'
PS D:\Downloads\Yolov5-deepsort-driverDistracted-driving-behavior-detection>

缺少文件？

imutils.文件夹没有，无法运行

Nice code! But there was no DeepSORT invovled.

Guys, That is nice to see this code that experimentally demonstrated how the fatigue and some specific poses can be identified well. However, it seems that there was no DeepSORT code snippet in this project and it might not be helpful but makes it slower to run in light of the original purpose. I was wondering what is the FPS you measured when you are using YOLOv5 based on pytorch as it runs slightly slower than other formats of YOLOv5.

jingyibysutsoftware / yolov5-deepsort-driverdistracted-driving-behavior-detection Goto Github PK

yolov5-deepsort-driverdistracted-driving-behavior-detection's People

Contributors

Stargazers

Watchers

Forkers

yolov5-deepsort-driverdistracted-driving-behavior-detection's Issues

Recommend Projects

Recommend Topics

Recommend Org

Jobs