“Experts propose a defect detection method for locomotive circular springs based on improved RT-DETR. Through improvements such as structural reparameterization, deformable attention mechanism, and cross scale feature information fusion, the detection accuracy and efficiency are effectively improved, providing strong guarantees for the safe operation of locomotives.”