Translated data: Photo-SLAM technology has achieved breakthroughs in the fields of computer vision and robotics, addressing issues of scalability and computational resource constraints on portable devices through innovative methods for creating realistic maps and positioning. By employing Hyper Primitive mapping technology and 3D Gaussian Splatting techniques, the system enables real-time operation on embedded devices, offering new possibilities for navigation and cognition in robotic systems.