Mathematics and Computer Science

Volume 8, Issue 5, September 2023

  • Research Article

    Real-Time Object Identification Through Convolution Neural Network Based on YOLO Algorithm

    Muhammad Saleem*, Naveed Sheikh, Abdul Rehman, Muhammad Rafiq, Shah Jahan

    Issue: Volume 8, Issue 5, September 2023
    Pages: 104-111
    Received: 13 November 2023
    Accepted: 1 December 2023
    Published: 28 December 2023
    Abstract: A widely utilized object detection technique in computer vision involves Convolutional Neural Networks (CNN) due to their simplicity and efficiency. The effectiveness of CNN-based object detection relies significantly on the choice of loss function, with localization precision being a critical determinant. In order to improve localization accuracy,... Show More