Oct 13, 2025
Icomera Introduces Next-Gen AI Solution for Automatic Passenger Counting
Smarter, Safer, and More Efficient Public Transport
For transport operators, having a precise understanding of passenger volumes and travel patterns is crucial not only for ensuring safety compliance but also for optimizing fleet operations and staffing. Real-time data on vehicle occupancy empowers operators to manage capacity more effectively, while also helping passengers choose quieter, more comfortable journeys.

Driving Innovation in Passenger Analytics
Icomera has introduced a breakthrough in Automatic Passenger Counting (APC) technology with its new AI-powered video analytics module, ICONIC APC a key component of the company’s ICOmera Network Insights & Control (ICONIC) suite.
ICONIC APC uses advanced camera-based AI, combining machine learning, optical data, and geolocation to deliver passenger counts with verified accuracy exceeding 98%. This enables operators to monitor boarding and alighting figures per station, track total vehicle occupancy, and manage fleet performance in real time.
In addition, ICONIC APC leverages existing onboard cameras for both passenger counting and video surveillance, eliminating the need for separate sensors and significantly reducing installation and maintenance costs.
Precision and Intelligence in Every Count
Using sophisticated object detection and line-crossing algorithms, ICONIC APC sets up “virtual tripwires” inside vehicles to track passenger flow. This provides operators with a complete, real-time picture of occupancy levels across their entire network helping them make smarter, faster operational decisions.
Privacy-First, Always Secure
ICONIC APC processes all data locally and securely on board each vehicle, minimizing data transmission costs and eliminating the need to send sensitive information to the cloud. All captured data are fully anonymized, and no video footage is stored ensuring that passengers’ privacy is fully protected while still delivering valuable operational insights.
A Complete Smart Fleet Solution
Beyond APC, the ICONIC suite includes a range of intelligent tools for video data processing, fleet and device monitoring, and network issue resolution. When integrated with Icomera’s Video Management System (VMS), operators can conduct remote device health checks, perform virtual patrols, and monitor live occupancy levels all from a single, intuitive dashboard.
This seamless integration offers a cost-effective alternative to traditional sensor-based systems, streamlining operations and maintenance while enhancing efficiency.
Pioneering the Future of Smart Rail Travel
Lynn Bacigalupo, Product Manager for Video Surveillance and Analytics at Icomera, said:
“By combining onboard connectivity, video surveillance, and AI video analytics, Icomera is redefining Automatic Passenger Counting. ICONIC APC not only boosts operational intelligence but also enhances safety and passenger experience. We’re excited to help transport operators unlock the full potential of connected, data-driven travel.”
With ICONIC APC, Icomera continues to lead the charge toward a smarter, safer, and more connected future for public transportation.
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