土木分野におけるAIの活用（その5）

[CS14-29] Research and development on geological evaluation and prediction of rock falling of tunnel faces by AI -Part 1:Evaluation of Tunnel Face by Combination of Face Image and Point Cloud Data

*Kenji Hashidate¹, Tadashi Yoshikawa¹, Takuji Yamamoto¹, Shigeru miki², Takanori Nomura³, Tozo Tanaka⁴, Ryosuke Tsuruta⁵, Yasuyuki Miyajima⁶, Kousuke Kakimi⁷, Hiroshi Takahashi⁸ (1. Advanced Construction Technology Center, 2. kiso-jiban Consultants Co.,Ltd. , 3. NIPPON SYSTEMWARE Co.,Ltd. , 4. SOHGA Co.,Ltd. , 5. HAZAMA ANDO CORPORATION , 6. KAJIMA CORPORATION, 7. SHIMIZU CORPORATION, 8. TODA CORPORATION )

Keywords:mountain tunnel, photography of tunnel face, teacher data, Machine learning, point cloud data, AI