土木分野におけるAIの活用 (4)

[CS14-30] Research and development on geological evaluation and prediction of rock falling of tunnel faces by AI -Part 6: Prototype of AI-based support system for rock falling prediction at tunnel faces

〇Kazuhiko Murai¹, Tadashi Yoshikawa¹, Takuji Yamamoto¹, Shinri Sone², Masayuki SuZuki³, Suguru Shirasagi⁴, Hidesato Kojima⁵, Takashi Sugiyama⁶, Shigeru Miki⁷, Takanori Nomura⁸ (1.Advanced Construction Technology Center, 2.Toyo University, 3.HAZAMA ANDO CORPORATION, 4.KAJIMA CORPORATION, 5.SHIMUZU CORPORATION, 6.TODA CORPORATION, 7.kiso-jiban Consultants Co.,Ltd., 8.NIPPON SYSTEMWARE CO.,LTD.)

Keywords:mountain tunnels, rock falling prediction, tunnel faces, deep learning, image classification technology, visualized verification