WeldFormer: a real-time task-aligned multi-scale framework for automated weld defect detection in industrial environments
WeldFormer is proposed, a real-time task-aligned multi-scale detection framework that systematically addresses challenges through three novel components: small object enhancement pyramid (SOEP) preserving fine-grained features via space-to-depth transformation, omni-dimensional dynamic convolution (C2f-ODConv) enabling...