Human-machine knowledge hybrid augmentation method for surface defect detection based few-data learning

no code implementations • 27 Apr 2023 • Yu Gong, Xiaoqiao Wang, ChiChun Zhou

Compared to the traditional augmentation method's F1-score of 64. 59%, the proposed method achieved an 18. 22% increase in the best result, demonstrating its feasibility and effectiveness in few-data industrial defect detection.

Defect Detection