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An Improved Lightweight Model for Defect Detection on Paths in Images

To address the challenges of detecting multi-scale road defects and the lack of lightweight designs in conventional detection models, we propose ACD-YOLOv8, an enhanced model based on YOLOv8s. Our model enhances baseline architecture by integrating three key components: a lightweight Cross-Scale Fea...

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Auteurs principaux: Zhaoning Cui, Yuejia Xu, Xinyi Jin, Yu Li
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2025-06-01
Collection:Applied Sciences
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Accès en ligne:https://www.mdpi.com/2076-3417/15/13/7014
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