The rise of machine learning is dramatically changing the landscape of surveillance . Standard CCTV cameras primarily rely on manual review to spot potential threats, a lengthy and often inconsistent process. Currently , AI-powered CCTV offers intelligent capabilities, including automated anomaly identification , person identification, and behavior