構造物の設計/維持管理におけるAI/DX (4)

[CS11-22] Data augmentation using GAN for improved deep learning-based automatic pipe detection from GPR data

*Makoto Suzuki¹, Yugo Kato², Pang-jo Chun¹ (1. The University of Tokyo, 2. Canaan Geo Research)

Keywords:ground penetrating radar, buried pipe, deep learning, data augmentation, YOLO, GAN