Pipelines constitute critical infrastructure, transporting vital substances across vast lengths. Ensuring their integrity is paramount to mitigating incidents that can have severe consequences. Employing Regular Non-Destructive Testing (NDT) techniques is crucial for detecting potential weaknesses b