Embedded System Performance Analysis for Implementing a Portable Drowsiness Detection System for Drivers. (arXiv:2209.15148v3 [cs.CV] UPDATED)

Drowsiness on the road is a widespread problem with fatal consequences; thus,
a multitude of solutions implementing machine learning techniques have been
proposed by researchers. Among existing methods, Ghoddoosian et al.'s
drowsiness detection method utilizes temporal blink patterns to detect early
signs of drowsiness. Although the method reported promising results,
Ghoddoosian et al.'s algorithm was developed and tested only on a powerful
desktop computer, which is not practical to apply in a moving vehicle setting.
We propose an embedded system …

analysis arxiv detection embedded performance performance analysis