Introduction: Highly developed USB digital camera modules with 12MP resolution and autofocus streamline industrial control and biometric security by ensuring distinct imaging and seamless USB two.0 integration. in several industrial and safety settings, inefficiencies crop up when common cameras are unsuccessful to adapt to dynamic environments. W