Driver attention system based on image processing using machine learning principals.
The system is using 3 convolutional neural networks that are trained from scratch using generated datasets. Datasets are labeled using self-implemented software.
Youtube demo: https://www.youtube.com/watch?v=ha-RSszCpQQ
Paper on the subject: https://www.researchgate.net/publication/356537081_System_for_detecting_driver's_drowsiness_fatigue_and_inattention