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DeepGolf: Mapping Golf Courses with AI by aritra27021986 is a document available to read on EtoBox.
What is DeepGolf: Mapping Golf Courses with AI about?
The paper introduces DeepGolf, a framework that utilizes multi-source remote sensing data and deep learning techniques to accurately map golf course distributions in Japan. It comprises three modules: geographic query, detection, and fine extraction, achieving an overall accuracy of 89.8% and identifying 2,113 golf courses covering approximately 2,273 km². The results indicate a concentration of golf courses in non-urban areas, primarily around urban fringes, which supports land use planning and environment
- Author
- aritra27021986
- Language
- EN