Introduction: HDR 2MP camera modules with one/three" CMOS High definition sensors provide sub-millimeter spatial precision at 1920x1080@30fps, boosting biometric facial recognition reliability under various problems. In the escalating landscape of biometric safety, demanding good quality benchmarks and safety regulations are getting to be pivotal