DSAT: a dynamic sparse attention transformer for steel surface defect detection with hierarchical feature fusion

Model performance on the NEU-DET dataset

Under dynamic lighting conditions and varying material surface properties, the NEU-DET dataset exhibits significant intra-class morphological differences and inter-class texture similarities, presenting…