Abstract

The steel tube dataset comprises comprehensive information on various attributes related to steel tubes, encompassing dimensions, material composition, manufacturing processes, and performance characteristics. This dataset facilitates in-depth analysis of steel tube properties, aiding researchers, engineers, and industry professionals in optimizing designs, ensuring structural integrity, and advancing materials science in the context of steel tube applications. The dataset offers valuable insights into the diverse factors influencing steel tube behavior, fostering a deeper understanding of this essential component within engineering and construction domains.

Instructions:

The steel tube dataset consists of eight different classes with defects namely, air hole, air hole hollow, unfused, crack, slag inclusion, bite edge, broken arc, overlap