Open access
Aug 2026
An optimized YOLOv11-based model for surface defect detection on valve stems in refrigeration equipment
Surface defect detection on industrial components remains challenging due to difficult feature extraction, low detection accuracy in complex backgrounds, and high computational demands. To address these challenges, this study presents the RDD-YOLO model based on the YOLOv11n architecture. The proposed model replaces...
Jiadong Dong, Feihu Sang, Hao Sun et al.
· Scientific Reports · 0 citations