Security Tracking is a machine learning-based face recognition and movement tracking application integrated into CCTV systems. It detects unknown faces in the coverage area that are not authorized to be there and notifies/alarms the operator. It can sort through video feeds of individual movements. The application is learning to detect burglaries, accidents, and other occurrences in the video feed and will warn the authority/user if any are detected.