Enhanced YOLOv5s Model for Improved Multi-Sized Object Detection in Road Scenes

Detecting objects in complex driving environments is crucial for autonomous vehicles to navigate safely. However, this task becomes challenging when addressing scale variations, occlusions and diverse backgrounds. This paper proposes an enhanced YOLOv5s model for handling varying object sizes from s...

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Bibliographic Details
Main Authors: Sangavi Sivanandham, Dharanibai Gunaseelan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11048496/
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