Introduction
Classification of Alerts from CCTV Footage
Monitoring live CCTV footage in public areas is essential for public safety and security. Accurately detecting actions such as swinging a knife, carrying high-threat objects, or exhibiting unusual behavior that threatens others is crucial for safeguarding these spaces.
Challenges
Shortcomings to Address in Current Private Security Systems.
Limitations in Training Data for Detecting Suspicious and Hazardous Incidents
The lack of training data models hinder the system’s ability to effectively recognize suspicious behaviours such as loitering or breaching security boundaries and detecting hazardous objects placed inside or near secured areas.
False Alarms and Generalization
Current systems often generate a high number of false alarms due to the inability to accurately differentiate between normal and suspicious activities. This leads to a generalization of alerts, making it difficult to prioritize real threats.
Lack of Customization
Customization challenges in private security involve one-size-fits-all solutions, inadequate threat recognition, environmental factors, user-specific needs, scalability limitations, and varying cultural and legal considerations
Sigmawave’s Solutions
Sigmawave Introduces the Use of Artificial Intelligence (AI) to Bolster Security and Public Safety Applications
Benefits
Sigmawave’s Approach Yields Significant Benefits for Public Safety and Security
