Creating Digital Maps with TMAP - Machine Learning and Computer Vision Techniques

Learn about cutting-edge mapping technologies in this 19-minute conference talk from SK TECH SUMMIT 2023, where TMAP Mobility's map content planner Seungcheol Kim reveals the secrets behind maintaining up-to-date navigation maps. Discover three key technologies: image recognition for extracting navigation information from millions of street-level photos, 3D positioning algorithms for accurate data placement, and user data analysis for detecting new roads and speed cameras. Gain insights into how 20 years of accumulated user data helps maintain map accuracy and timeliness. Explore how machine learning is revolutionizing map content creation for various transportation modes including passenger vehicles, trucks, motorcycles, and pedestrians, while learning about the operational processes and systems that enable rapid integration of road changes into navigation services.