Research Article

IoT-Based Smart Alert System for Drowsy Driver Detection

Table 2

Performance analysis of the proposed system in view of 500-frame test in various conditions.

Face conditionTEDFEDTADFADTMDFMDEye accuracy detectionDrowsy accuracy detection

Without glasses49824973495599.6%99.2%
With glasses4891485154861497.8%97.1%
Alternative view4782474264772395.6%95.1%
Finally1465514564414584297.7%97.1%