Introduction: HDR 2MP camera modules with one/three" CMOS High definition sensors produce sub-millimeter spatial precision at 1920x1080@30fps, enhancing biometric facial recognition trustworthiness under diverse circumstances. during the developing landscape of biometric security, demandi