Research Article

Driver Fatigue Detection Based on Convolutional Neural Networks Using EM-CNN

Table 1

Performance comparison of different networks.

NetworkAccuracy (%)Sensitivity (%)Specificity (%)

AlexNet89.56586.06558.724
VGG-1625.7975050
GoogLeNet91.01589.90660.412
ResNet-5092.89992.29258.547
EM-CNN93.62393.64360.882