Pipelines constitute critical infrastructure, transporting vital substances across vast distances. Ensuring their soundness is paramount to preventing incidents that can have significant impacts. Utilizing Regular Non-Destructive Testing (NDT) procedures is crucial for detecting potential weaknesses before they develop into major problems. One such