The system of detecting and recognizing the traffic signs is an important component of the system of smart transportation. Having the ability to detect the signs related to traffic precisely and correctly will improve safety of driving. This particular paper provides a deep learning-based detecting and recognizing of signs related to traffic methods with the primary purpose of recognizing and classifying circular signs. To begin, a picture is pre-processed to information which is crucial. Second, Hough rework is utilized in police investigations and area mapping. Finally, deep learning is employed to map the road traffic signs that have been detected. This book proposes an image-based traffic sign detection and identification technology that is subsequently merged with a convolutional neural network to type traffic signals. Because of its major identification rate, CNN can be utilized to recognize a wide range of computer vision tasks.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Traffic Sign Detection and Recognition Using Deep Learning


    Additional title:

    CogScienceTechnology


    Contributors:


    Publication date :

    2022-11-01


    Size :

    10 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Traffic Sign Detection and Recognition using Deep Learning

    Oza, Rudri Mahesh / Geisen, Angelina / Wang, Taehyung | IEEE | 2021


    Indian traffic sign detection and recognition using deep learning

    Rajesh Kannan Megalingam / Kondareddy Thanigundala / Sreevatsava Reddy Musani et al. | DOAJ | 2023

    Free access

    Traffic Sign Detection and Recognition Using Deep Learning Approach

    Rahman, Umma Saima / Maruf | Springer Verlag | 2023


    TSRSY - Traffic Sign Recognition System using Deep Learning

    Visaria, Hiral / Chaube, Shruti / John, Franky et al. | IEEE | 2022


    Deep Learning for Large-Scale Traffic-Sign Detection and Recognition

    Tabernik, Domen / Skocaj, Danijel | IEEE | 2020