Driver Fatigue Detection Based on Facial Key Points and LSTM

Table 2

Detection accuracy of different areas in the self-built dataset.

Algorithm	Face detection accuracy (%)	Eye detection accuracy (%)	Mouth detection accuracy (%)	Average detection accuracy (%)
Head pose estimation [27]	85	84	85	84.7
Viola–Jones [30]	77	83	84	81.3
Proposed	97	90	92	93