Abstract: This paper presents a comprehensive evaluation of YOLOv7 and YOLOv8 (You Only Look Once) models for oil tank detection, utilizing a novel dataset comprising 12,948 images and 171,809 ...

In March 1980, the Alexander Kielland oil platform capsized in the North Sea after a support brace snapped from a cracked weld that engineers had already flagged as weak. Within 30 minutes, the ...