Pipelines constitute critical infrastructure, transporting vital commodities across vast distances. Ensuring their soundness is paramount to preventing failures that can have significant effects. Implementing Regular Non-Destructive Testing (NDT) techniques is crucial for detecting potential flaws before they develop into major issues. One such cut