The blades are crafted to deliver clean cuts through iron sheets, making them essential tools in workshops and factories. This detailed process highlights the hidden craftsmanship and mechanical ...

Abstract: Metal surface defect recognition (MSDR) based on deep learning encounters the challenge of few-shot expert-labeled data. In this study, we proposed a CLIP-vision guided self ... CVGSSL ...