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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

DOI: 10.11648/j.mcs.20230805.11

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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

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