Automatic Number Plate Recognition for Smart Parking
Published:
Duration: Apr 2021 – May 2021
Organization: Hanoi University of Science and Technology (HUST), Hanoi, Vietnam
Supervisor: Nguyen Quang Nha, UET-VNU
Overview
Developed a deep learning–based Automatic License Plate Recognition (ALPR) system and integrated it with embedded parking gate hardware via the RS-485 communication protocol for a complete smart parking solution.
Key Contributions
- Built and trained the ALPR model for Vietnamese license plates
- Integrated the system with embedded devices using RS-485 serial communication
- Designed end-to-end pipeline from camera capture to gate control signal
Technologies
Deep Learning ALPR Python RS-485 Protocol Embedded Systems