Implementation of an Intelligent Parking System

Increasing vehicles on the road creates hustle in developed and underdeveloped countries. The traffic condition requires the space for parking. This paper presents an intelligent parking solution to fulfil the need. Image Processing (Adaptive Thresholding) and Computer Vision (Single Shot Detection...

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Bibliographic Details
Main Authors: Arshad, Jehangir, Ijaz, Chaudhry Ahmed, Yousaf, Adnan, Habib, Sania, Rehman, Ateeq Ur, Abid, Huzafa, Asif, Rao Muhammad
Format: Conference Proceeding
Language:English
Subjects:
Adaptation models
Computer vision
Costs
License Plate Detection
Real-Time Monitoring
Roads
Single Shot Detection model. Adaptive Thresholding
Space charge
Space vehicles
Thresholding (Imaging)
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Summary:Increasing vehicles on the road creates hustle in developed and underdeveloped countries. The traffic condition requires the space for parking. This paper presents an intelligent parking solution to fulfil the need. Image Processing (Adaptive Thresholding) and Computer Vision (Single Shot Detection model) methods have been used to identify free slots and monitor vehicles at parking entrance and exit to incorporate intelligent behavior (License plate detection). Owner and driver applications (windows and mobile respectively) provides a way to interact (fare collection and real-time monitoring) with the proposed system. 90% accuracy of license plate detection has been achieved with a low processing cost. The proposed system provides a cost-effective solution by using CPU based algorithms. This solution provides a great opportunity for electronic vehicles to fulfill their space and charging need.
ISSN:2831-3682
DOI:10.1109/ICEET56468.2022.10007136