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클릭하여 확대From Urban Parks to Regional Landmarks: Smarter, More Precise Public Facility Management!
In our previous post, we shared how our solution leveraged legacy CCTV setups along urban parks and hiking trails to overcome false detections caused by shifting sunlight and moving shadows.
Can AI deliver that same pinpoint accuracy inside specialized architectural spaces—such as an indoor exhibition venue—without missing a single visitor in dense crowds?
Partnering with the Advanced Security Cooperative, vision AI specialist AIPro Inc. has successfully deployed its AI-powered People Counting solution at Geobukseon Park in Yeosu, expanding its initiative to optimize public facility operations following its earlier urban park deployment. This project marks another milestone in smart public management, precisely targeting and tracking visitors crowding through the narrow entryways of the park's iconic Turtle Ship replica.
How Do You Track Dense Crowds Funneling into a Narrow Shipboard Entrance?
The interior of the life-sized Turtle Ship replica, the landmark centerpiece of Yeosu Geobukseon Park, is a high-traffic attraction popular with both local residents and tourists. Unlike standard buildings, however, the ship features a remarkably narrow entrance, making accurate visitor counting particularly challenging during peak hours when crowds surge.
🚨 Confined Entrance Architecture: Visitor traffic heavily funnels into a narrow doorway leading into the ship
🚨 Crowded Surges & Occlusion: Families and tour groups enter simultaneously in tight clusters, frequently overlapping and blocking line-of-sight
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Because visitors pack together tightly when stepping through the entrance, conventional break-beam sensors and legacy counting methods often merge multiple people into a single count or miss occluded individuals entirely.
Resolving Bottlenecks and Occlusion: 98% Accuracy Powered by Targeted AI Tracking
Missed counts and duplicate tallies caused by crowded bottlenecks are major operational headaches in facility monitoring. Furthermore, the threshold transitioning from the bright outdoor park into the dim interior of the ship creates sharp lighting contrasts, making standard vision algorithms prone to misidentification.
AIPro’s AI People Counting solution resolves these physical constraints by precisely defining targeted detection zones around the narrow doorway and deploying advanced deep learning models trained to isolate and distinguish individual visitors—even when walking shoulder-to-shoulder or moving in dense single-file queues. Even amid sharp day-to-night lighting shifts and indoor-outdoor contrast, the system delivers high-precision accuracy, analyzing and tabulating real-time visitor counts, as well as demographic insights like gender and age groups.
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Tailored Solutions for Unique Spaces: Responsive AI Built for Real-World Field Conditions
With this deployment, Yeosu Geobukseon Park can now accurately track visitors entering through the narrow portal in real time. This enables data-driven, systematic facility management—strengthening visitor safety by preventing overcrowding inside the ship and optimizing crowd flow for a more comfortable touring experience.
🔎 Facing unique environmental variables across diverse deployment sites and resolving them through technology is an ongoing learning curve. Meaningful operational data can only be captured when we thoroughly understand the specific nuances of each location—from wide-open outdoor paths to narrow, dimly lit exhibition entrances.
AIPro will continue to listen closely to the needs of public venues, continuously striving to streamline operations for facility managers while ensuring safe, reliable public spaces for citizens.
✔ AI People Counting Solution
✔ Visitor Foot-Traffic Analytics at Yeosu Geobukseon Park
✔ High-Accuracy Counting for Narrow Entryways
✔ AI Video Analytics for Public Facilities
✔ Real-Time Park Visitor Tracking
✔ AI-Powered Foot Traffic Measurement System