City-V Smart City – Real-time AI crowd monitoring at a fraction of traditional costs

Summary: City-V Smart City uses low-cost ESP32-CAM devices combined with AI to provide real-time crowd data, enabling citizens to avoid crowded places. It replaces expensive CCTV systems with affordable, privacy-focused technology deployed across Ankara, monitoring over 300 locations.

What it does

It deploys $4 ESP32-CAM cameras with edge AI to monitor crowd density in real time, delivering accessible data via a web app. The system operates with privacy-first principles and is open to public use.

Who it's for

The solution targets city residents and businesses seeking real-time crowd information to improve daily navigation and operational decisions.

Why it matters

It addresses the lack of affordable, real-time crowd monitoring by replacing costly traditional cameras with scalable, low-cost IoT devices, enhancing urban mobility and safety.