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What is CR-YOLOv8: Enhanced Traffic Sign Detection about?

This document proposes a new multi-scale traffic sign detection model called CR-YOLOv8 based on YOLOv8. It introduces attention and receptive field modules to enhance feature learning for small objects and improve detection of multi-scale objects. The model achieves higher average accuracy, especially for small objects, compared to the baseline YOLOv8 model on a traffic sign dataset.

Author

The Rooban

Language

EN