People Flow Counting Solution with Edge AI Computer Vision｜Successfully Implemented at Hong Kong Book Fair 2025 × Food Expo 2025
Armitage was honoured to be invited to provide AI People Flow Counting Solution for two major annual events - the "Hong Kong Book Fair 2025" and "Food Expo 2025". We implemented three-dimensional "entry-presence-exit" people flow data collection and statistics for the organizer, further enhancing event management efficiency and participant experience.
These two large-scale public events featured dense crowds and complex traffic flows, the organizer required detailed insights into:
We deployed AI Scope which is the mobile high-pole surveillance device at key foot traffic nodes including main entrance at lobby and entry / exit point of elevator on each floor. The non-invasive installation preserved existing infrastructure while seamlessly integrating with the venue environment. Leveraging edge AI computer vision, the system delivered automatic people flow counting and bidirectional flow monitoring, enabling highly accurate multi-person, multi-directional tracking. All data was process locally via embedded edge computer.
The People Flow Counting Solution with edge AI computer vision empowered these two event organizers to achieve precise optimization of crowd management and staff allocation, while preventing overcrowding through real-time density monitoring. The high-value people flow data collected with edge AI computer vision not only facilitates the organizers to grasp crowd trends and enhance on-site operation and safety management, but also provided a scientific decision-making foundation for future event planning, continuously driving comprehensive improvements in exhibition quality and experience.
Contact Armitage for your tailored-made crowd management and counting solution!
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