In the automobile manufacturing industry, quality and safety testing of vehicles prior to delivery is a significant process. Traditionally, such acceptance forms such as vehicle history cards are inspected manually to confirm that there are significant seals and stamps that assure a vehicle has undergone all the required quality tests. This is a time- consuming process that relies on human error. To address these limitations, this paper proposes an automated system using OpenCV for the verification of vehicle quality inspection reports. The system reads images of vehicle history cards and processes them to detect mandatory stamps and seals that attest to approval. Through computer vision techniques such as thresholding, contour detection, and template matching, the system detects and verifies the required markings based on predefined standards. This automation results in lower dependence on human labor, significantly boosts processing speed, and better overall verification accuracy. Experimental evaluation confirms that the suggested approach is able to effectively minimize errors and streamline the approval process. The proposed solution can be scaled up and easily integrated with any documentation format, making it a valuable resource for automotive manufacturing lines. Ultimately, the system facilitates a more effective and reliable quality control process that only sends safe and quality-approved vehicles to delivery.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Vehicle Confirmation Passing Detection Using Data Augmentation and Gradio


    Contributors:


    Publication date :

    2025-05-28


    Size :

    641384 byte




    Type of media :

    Conference paper


    Type of material :

    Electronic Resource


    Language :

    English



    Gradio: Project proposal for satellite gradiometry

    Balmino, G. / Barilier, F. / Bernard, A. et al. | NTRS | 1981


    Vehicle passing detection method and vehicle passing detection device

    WANG JIWEI | European Patent Office | 2020

    Free access

    PASSING VEHICLE DETECTION DEVICE AND PASSING VEHICLE DETECTION METHOD

    TSURU KEITARO / NAGAMURA YOSUKE / TSUJI TOMOHISA | European Patent Office | 2023

    Free access

    PASSING VEHICLE DETECTION DEVICE AND PASSING VEHICLE DETECTION METHOD

    TSURU KEITARO / NAGAMURA YOUSUKE / TSUJI TOMOHISA | European Patent Office | 2023

    Free access

    VEHICLE DATA AUGMENTATION

    SHOLINGAR GAUTHAM / SUNDAR SOWNDARYA | European Patent Office | 2021

    Free access