The global technological landscape is experiencing a rapid transformation as intelligent imaging networks expand across multiple enterprise domains. An artificial intelligence (AI) camera integrates specialized computational logic and machine learning algorithms directly into the optical edge hardware. Unlike conventional closed-circuit television (CCTV) frameworks that function merely as raw...