Neural network-based parking system object detection and predictive modeling

A neural network-based parking system with real-time license plate detection and vacant space detection using hyper parameter optimization is presented. When number of epochs increased from 30, 50 to 80 and learning rate tuned to 0.001, the validation loss improved to 0.017 and training object loss...

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Bibliographic Details
Main Authors: El Khatib, Ziad, Mnaouer, Adel Ben, Moussa, Sherif, Mashaal, Omar, Ismail, Nor Azman, Abas, Mohd. Azman, Abdulgaleel, Fuad
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2023
Subjects:
Online Access:http://eprints.utm.my/107583/1/MohdAzmanAbas2023_NeuralNetworkBasedParkingSystem.pdf