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cs.CV2025★ 14 cited

Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control

Sajjad Rezvani Boroujeni, Hossein Abedi, Tom Bush

Visual defect detection in industrial glass manufacturing remains a critical challenge due to the low frequency of defective products, leading to imbalanced datasets that limit the…