Smart Parking System With Dynamic Slot Detection

The Smart Parking System with Dynamic slot Detection is an intelligent solution designed to address the growing challenges of urban parking management. The rapid increase in urban vehicle usage has created significant parking challenges, including congestion, long search times, and inefficient utilization 13. Traditional Parking Systems rely on manual monitoring or fixed sensors, which are costly and difficult to maintain to address these issues, this project proposes a Smart Parking System with Dynamic slot Detection using an ESP32-Cam. The ESP32-Cam captures real-time images of the parking area and process them using an machine learning model to detect slot occupancy 4. The system dynamically updates the entry gate and exit gate occupied or free and send the information to a web dashboard. The solution eliminates the need for individual IR/ultrasonic sensors, reduces installation cost, and provides high accuracy. The proposed system enhances user convenience by guiding drivers to nearest available slot and improves overall parking management efficiency in smart cities.