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Analysis

This paper presents a novel approach to improve small object detection within traffic scenes, critical for autonomous driving safety. The research focuses on a specific model, YOLOv8n-SPTS, and suggests potential improvements in performance.
Reference

The research is based on the YOLOv8n-SPTS model.