The proposed system relates the current situation of multitudinous problems in traffic rules and regulations in different countries. Further, examines how any accident or causality can be averted using enhance methods of natural language processing. Mainly in highways, people just focus on speed and overtaking the other vehicles, rather than following traffic rules and taking basic safety measures. And due to these highways, police barricading is also not possible. Therefore, it is highly requisite to adopt an automatic seat belt and helmet detection system which captures the image of rule brakers, so that necessary legal action should be taken against them. The system works on real time detection and used for continuous surveillance for safety purposes. In the paper we solve the issue of manually checking the safety measures while driving a vehicle to avoid any accidents and deaths due to fast moving vehicles without wearing proper safety measures. The elucidated process in the paper is based on real-time surveillance system and obligate everyone to wear seat belts and helmets to increase the safety of individuals by the help of OpenCV (Open-Source Computer Vision Library) and deep learning algorithm which is embedded in Raspberry Pi. Addition to this, all the pictures and videos are saved in a database which is only accessed by higher government officials for future security purpose and expediate the tackling process of traffic rules violation due to the negligence and irresponsibility of law enforcement officials as well as common citizens.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Seat Belt And Helmet Detection Using Deep Learning


    Beteiligte:


    Erscheinungsdatum :

    17.12.2021


    Format / Umfang :

    4130191 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Helmet violation processing using deep learning

    Raj, K C Dharma / Chairat, Aphinya / Timtong, Vasan et al. | IEEE | 2018


    SEAT BELT BUCKLE SWITCH, SEAT BELT BUCKLE, AND SEAT BELT DEVICE

    OGAWA YASUAKI | Europäisches Patentamt | 2016

    Freier Zugriff

    SEAT BELT RETRACTOR AND SEAT BELT

    TAKAO MASATO / TOMBE HIDEYUKI | Europäisches Patentamt | 2019

    Freier Zugriff

    Seat belt retractor and seat belt system including seat belt retractor

    UCHIBORI HAYATO | Europäisches Patentamt | 2015

    Freier Zugriff