Drowsiness detection using deep learning matlab image processing project
In this deep learnig project, a deep learning method was used to detect sleep states of the drivers in the driving environment. A convolutional neural network (CNN) model has been proposed to determine whether the eyes of certain constant face images of drivers are closed. The proposed model has a wide potential application area such as human-computer interface design, facial expression recognition, driver fatigue-sleepiness determination. This method, which was developed on driver sleepiness data, has been applied on real tiem camera , eyes has been segmented using viola jones alogrithm.