Category: Use cases
Milestone video management software: XProtect
milestone systems: an open platform vms solution Milestone Systems has built a reputation as a global provider of open platform security solutions. As an open platform vendor, milestone offers integration and flexibility that help organisations scale a reliable surveillance strategy. The core idea is simple. Use open standards and connectors so existing investments in security […]
AI video analytics solution for real-time security
Introduction to video analytics and artificial intelligence in video surveillance Video analytics transforms raw video into clear, useful insight. In modern security, video analytics helps teams spot threats faster. It moves surveillance beyond passive recording. Instead, systems deliver immediate, actionable information. Artificial intelligence brings pattern recognition and speed. AI applies models to frames and metadata. […]
Video analytics software for CCTV: AI surveillance solution
video analytics software solution: a milestone in cctv Video analytics has turned passive CCTV into an active security layer. First, motion detection moved cameras from record-only devices to systems that could flag movement. Next, integration with Video Management Systems enabled operators to index and search recorded video content. Then, cloud deployment widened access and scale. […]
AI smart cities: Project Hafnia with NVIDIA
AI and Video Technology: Foundations of Project Hafnia Project Hafnia began as an open platform to speed up AI development in urban contexts. Launched by Milestone Systems with partners, it gives developers access to a compliant data library and tools for ai model training. In practice, Project Hafnia provides ethically sourced video data that teams […]
AI camera systems for pig slaughterhouses and welfare
pig The modern pig slaughterhouse sits at the intersection of food safety, regulation, and animal welfare. For farms and processors this presents a persistent set of challenges. First, handlers must reduce stress in the ante-mortem period and during transport and lairage. Second, teams must avoid rough handling, excessive use of electric prods, and crowding that […]
Vehicle detection and classification in ports and terminals
terminal Context and Goals Ports and terminals face immense pressure every day. First, large fleets arrive with mixed cargo and tight schedules. Next, varied vehicle types call for flexible handling. For example, trucks, trailers, forklifts and automated guided vehicles move containers across yards. Furthermore, terminals must manage AGVs and automated guided vehicles while keeping cranes […]
Real-time object left-behind detection in ports & terminals
Port surveillance and analytics: Enhancing detection in maritime terminals Ports move huge volumes of goods every day, and this creates a complex security challenge. The world relies on sea freight for about 90% of trade, and ports handle over 80 million TEUs annually, so the stakes are high for threat prevention and safe cargo handling […]
Real-time CCTV crowd density in ports & terminals
Introduction to Real-time CCTV Crowd Density in Ports & Terminals Ports and terminals are the backbone of global trade and passenger movement. They handle cargo, freight vehicles, and people every day. As a result, operators must monitor flows closely. Real-time CCTV systems help operators see issues as they form, and act fast to ensure safety […]
Forensic search in ports & terminals: device border searches
port Forensic Search: Scope and Importance A port Forensic Search combines digital and physical investigation steps to identify threats to terminals and supply chains. For example, investigators may inspect an electronic device for illegal material while they check seals on containers. Also, teams trace network traffic to spot suspicious connections. Additionally, they compare sensor logs, […]
Port security: violence/aggression detection best practices
The port Threat Landscape: maritime crime and security vulnerabilities Ports serve a critical role in global trade. First and foremost, a busy port links producers, carriers, and consumers. Therefore, ports attract attention from those who want to disrupt commerce or cause harm. Since the maritime supply chain moves high volumes of cargo and people, ports […]
