Deep learning based car license plate recognition

• Main Author: Ngo, Jason Jun Hao
• Other Authors: Loke Yuan Ren
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
• Online Access: https://hdl.handle.net/10356/148203
• Institution: Nanyang Technological University

Currently, there is a lack of license plate recognition systems that are lightweight and fast, while still being sufficiently accurate for practical purposes. In this project, we explored various methods to adapt convolutional neural networks which fulfil the above requirements for usage on Singa...