The invention discloses a signal lamp fault detection device based on an image classification algorithm. The device comprises a camera; an image processor and a central processing unit are respectively arranged at the bottom of the camera; a signal transceiver is arranged at the top of the camera; a clamping block is rotationally arranged on one side of the camera through a hinge block; the imageprocessor performs image classification through an image classification algorithm; and the image classification algorithm is specifically divided into signal lamp normality, signal lamp failure judgment incapability and signal lamp failure detection. According to the signal lamp fault detection device based on the image classification algorithm, which relates to the technical field of signal lampfailure detection, the problem that a good effect is often difficult to obtain due to a small target and a complex night illumination factor in signal lamp detection is solved.

    本发明公开了一种基于图像分类算法的信号灯故障检测装置,包括摄像头,所述摄像头的底部分别设置有图像处理器和中央处理器,且摄像头的顶部设置有信号收发器,所述摄像头的一侧通过铰接块转动有夹持块,所述图像处理器通过图像分类算法进行图像分类,所述图像分类算法具体分为信号灯正常、信号灯无法判断、信号灯故障,涉及信号灯故障检测技术领域。该基于图像分类算法的信号灯故障检测装置,解决了信号灯检测因为目标小和在夜晚光照因素复杂的背景下,往往难以取得好的效果的问题。


    Access

    Download


    Export, share and cite



    Title :

    Signal lamp fault detection device based on image classification algorithm


    Additional title:

    一种基于图像分类算法的信号灯故障检测装置


    Contributors:
    JIA RUORAN (author)

    Publication date :

    2020-09-18


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06K Erkennen von Daten , RECOGNITION OF DATA / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



    Signal lamp fault detection device

    YI JIAZHENG / YANG BIN / XIN DELIANG | European Patent Office | 2021

    Free access

    Traffic signal lamp fault detection method based on image processing

    FENG GUOJIN / HU MAOFU / CHEN JUNHUI et al. | European Patent Office | 2022

    Free access

    Signal lamp fault detection method and device

    LI HE / MA XIAOLONG / WANG HUAWEI et al. | European Patent Office | 2020

    Free access

    Traffic signal lamp fault automatic detection and diagnosis method based on intelligent algorithm

    LIN QINGHUI / XU LIANG / CHEN JINLE | European Patent Office | 2024

    Free access

    Multifunctional traffic signal lamp fault detection equipment

    CAO ZIJIAN / HUANG XIMIN / LIU LEI et al. | European Patent Office | 2022

    Free access