how can i detect drowsiness in real time

hello, can someone help me please ! , my work is about driver drowsiness detection , i used harris algorithm for features extraction and svm for classification (offline) and now i want to detect driver fatigue in real time ,who can give me help and tell me how can i do it ?

and thanks in advance.

[Adam Danz]

There are teams of engineers who currently work on developing this type of software using cameras pointed at the driver and steering responses but I can imagine heart rate and temperature could also contribute.

https://teslatap.com/desired-features/human-condition-detector/

https://www.cnbc.com/2021/05/28/tesla-starts-using-cabin-cameras-for-driver-monitoring.html

If you have a working solution, you could probably sell it to a company for a lot of 💲💲💲.

If there's an area where you're stuck and can explain the problem you might be able to get un-stuck by rephrasing your question.

Answer 1

[Image Analyst]

See many papers on the subject at VisionBib:

16.7.2.6.2 Driver Monitoring, Eyes, Gaze, Drowsiness

http://www.visionbib.com/bibliography/motion-f725.html

16.7.2.6.3 Driver Distraction Analysis

http://www.visionbib.com/bibliography/motion-f726dd1.html#Driver%20Distraction%20Analysis

If you already have an algorithm and want to do it in real time, then you'll have to have a camera. Then repeatedly take a snapshot and apply your analysis. You can use the webcam object or try something like my attached webcam program.