Towards Real-time Traffic Sign and Traffic Light Detection on Embedded Systems

Author:

Jayasinghe Oshada1,Hemachandra Sahan1,Anhettigama Damith1,Kariyawasam Shenali1,Wickremasinghe Tharindu1,Ekanayake Chalani1,Rodrigo Ranga1,Jayasekara Peshala1

Affiliation:

1. University of Moratuwa,Department of Electronic and Telecommunication Engineering,Sri Lanka

Publisher

IEEE

Reference36 articles.

1. On the importance of initialization and momentum in deep learning;sutskever;The 30th Int Conf Mach Learning,2013

2. MobileNetV2: Inverted Residuals and Linear Bottlenecks

3. Road sign detection and recognition system for real-time embedded applications

4. An overview of gradient descent optimization algorithms;ruder;arXiv preprint arXiv 1609 04802,2016

5. Traffic-Sign Detection and Classification in the Wild

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1. Traffic Sign-Based Speed Control for Autonomous Driving Systems Using YOLOv8;2024 5th International Conference for Emerging Technology (INCET);2024-05-24

2. Traffic Sign Recognition and Auditory Alert System for Sri Lankan Drivers Using Deep-Learning;2024 International Research Conference on Smart Computing and Systems Engineering (SCSE);2024-04-04

3. A Coarse-to-Fine Deep Learning Based Framework for Traffic Light Recognition;IEEE Transactions on Intelligent Transportation Systems;2024

4. Analyzing Inference Workloads for Spatiotemporal Modeling;2024

5. Traffic Light Recognition using Convolutional Neural Networks: A Survey;2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC);2023-09-24

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