Abstract: To address the challenges of blurred target boundaries, uneven feature distribution, and high computational cost in complex photovoltaic (PV) environments, this article proposes a ...

Accurate surface defect detection in strip steel is vital for industrial quality control but challenges existing methods in real-time performance and generalization. While Vision-Language Foundation ...