Simultaneous Localization and Mapping (SLAM) technology is pivotal, enabling robots to generate and refresh a map of an unknown environment while simultaneously maintaining their position of their location within it. This patent describes an cutting-edge SLAM system that boosts accuracy and efficiency in varied settings, including advanced algorithms for real-time processing and obstacle avoidance, designed for use in both industrial and consumer robots.