This framework is a novel Ground Penetrating Radar image analysis framework developed by NS Lab @ CUK, integrating a denoising auto-encoder and channel-wise attention into the YOLOv12 backbone to achieve robust and accurate underground barrier detection under noisy and complex subsurface conditions.