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cs.CV2024
DefFiller: Mask-Conditioned Diffusion for Salient Steel Surface Defect Generation
Yichun Tai, Zhenzhen Huang, Tao Peng +1
Current saliency-based defect detection methods show promise in industrial settings, but the unpredictability of defects in steel production environments complicates dataset creati…
cs.CV2024★ 2 cited
Defect Image Sample Generation With Diffusion Prior for Steel Surface Defect Recognition
Yichun Tai, Kun Yang, Tao Peng +2
The task of steel surface defect recognition is an industrial problem with great industry values. The data insufficiency is the major challenge in training a robust defect recognit…