Continuous casting - contour scan defect detection robot is used in continuous casting industry product shape detection, defect identification, defect tracking and other scenarios. The system includes multi-joint robot, laser scanning device, auxiliary light source, point cloud algorithm, deep learning algorithm, control system, etc.