Author

M. Delina

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Conference Open access 2026

Embedded AI System for Road Nail Detection

This study proposes a road nail detection system using digital image processing constructed proceeding the You Only Look Once (YOLO)v4-tiny algorithm, which demonstrated promising detection performance, with the mean Average Precision (mAP) reaching 70% at the 5400th iteration.

M. Delina, Haris Suhendar, Van-Huy Pham et al. · EPJ Web of Conferences · 0 citations