Technical Explainers | SafetyScope

In-depth technical guides on AI security — from intruder detection pipelines to false alarm reduction and vertical use cases.

How does AI detect intruders in CCTV footage? — AI intruder detection uses computer vision models to analyse live CCTV feeds frame by frame, identifying people in restricted areas and send
How does licence plate recognition (LPR) work with AI? — AI-powered licence plate recognition (LPR) — also known as automatic number plate recognition (ANPR) — reads vehicle registration plates fro
How to reduce false alarms in AI security cameras — False alarms account for 90 to 99% of all alerts generated by security camera systems in most deployments. They erode operator trust, cause
Computer vision for retail loss prevention: how it works — Retail shrinkage costs the industry an estimated 1.5 to 2% of total revenue annually — billions lost to shoplifting, organised retail crime,
Computer vision for critical infrastructure protection — Critical national infrastructure — energy grids, water treatment plants, transport hubs, data centres — faces a physical security challenge
How AI video analytics models are trained and updated — AI video analytics models are trained by exposing deep-learning algorithms to millions of labelled video frames so they learn to recognise o
How to choose the right camera for AI video analytics — Choosing the right camera for AI video analytics means selecting hardware that gives the AI model enough visual information to make accurate
How to configure detection zones in AI security cameras — Detection zone configuration is the process of defining exactly where, when, and for what object types an AI video analytics system should g
How AI video analytics handles GDPR and data privacy — AI video analytics introduces specific GDPR considerations beyond standard CCTV because the system actively processes video to extract struc
How to use AI video analytics for forensic investigation — AI video analytics transforms forensic investigation from a time-based problem — manually scrubbing through hours of footage from multiple c
How to calculate bandwidth and storage for AI video systems — Bandwidth and storage sizing is the infrastructure calculation that every AI video analytics deployment requires before procurement — and th

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