Driver Fatigue Detection Based on Facial Key Points and LSTM

Table 1

Detection accuracy of different areas in the YawDD dataset.

Algorithm	Face detection accuracy (%)	Eye detection accuracy (%)	Mouth detection accuracy (%)	Average detection accuracy (%)
Head pose estimation [27]	83	82	83	82.7
Viola–Jones [30]	73	79	81	77.7
Proposed	98	91	89	92.7