Pipelines constitute critical infrastructure, transporting vital substances across vast distances. Ensuring their strength is paramount to avoiding incidents that can have devastating impacts. Implementing Regular Non-Destructive Testing (NDT) methods is crucial for pinpointing potential weaknesses before they worsen into major concerns. One such a