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Title	Nodemcu-Based Smart Car Parking System For Real-Time Monitoring And Efficient Space Utilization
ID_Doc	39280
Authors	Nair R.R.; Kishore S.; Babu T.
Year	2025
Published	2nd International Conference on IT Innovations and Knowledge Discovery, ITIKD 2024
DOI	http://dx.doi.org/10.1109/ITIKD63574.2025.11005229
Abstract	The rapid increase in vehicle ownership has created a pressing demand for larger parking areas and efficient parking management solutions. This study proposes an innovative NodeMCU-based smart car parking system to address the challenges of efficient parking space management i n urban areas. The system utilizes NodeMCU technology, built on the ESP8266 micro-controller, to provide real-time monitoring and optimize parking space utilization. The architecture incorporates NodeMCU devices equipped with sensors to detect vehicle presence in individual parking spots, wirelessly transmitting data to a central server for processing and analysis. The server implements robust data processing and storage mechanisms, along with a user-friendly interface for easy retrieval of parking information. This approach aids in efficient parking space management and helps reduce illegal parking incidents. By providing real-time data and easy-to-use interfaces, the system helps drivers quickly locate available spots, potentially decreasing traffic congestion and parking-related frustration. The proposed smart parking solution aims to streamline parking management, improve urban mobility, and Improve the entire parking experience for drivers in increasingly crowded metropolitan locations. This research contributes to the development of smart city infrastructure, offering a practical solution to modern parking challenges. © 2025 IEEE.
Author Keywords	accuracy; CNN; Deep learning; efficiency; ResNet50; Transfer learning

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