Introduction: HDR 2MP camera modules with one/3" CMOS High definition sensors produce sub-millimeter spatial precision at 1920x1080@30fps, improving biometric facial recognition dependability underneath varied situations. during the escalating landscape of biometric security, stringent good quality benchmarks and security restrictions are getting