軽量なYOLO11nセグフレームワークによるリアルタイム表面亀裂検出とセグメンテーション
Shweta Tiwari1, Kamal Kumar Gola2, Rohit Kanauzia3
1Department of Computer Science and Engineering, Chandigarh University, Mohali, India. shweta.tiwari2006@gmail.com.
Scientific reports
|January 29, 2026
まとめ
本研究では、インフラの表面亀裂検出のための軽量な深層学習モデルを導入します。YOLO11n-segモデルは、高速かつ正確な亀裂認識を提供し、自動化された検査システムの新たな基準となります。
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