LVLMs as inspectors: an agentic framework for category-level structural defect annotation

Sheng Jiang, Yuanmin Ning, Bingxi Huang +2

Automated structural defect annotation is essential for ensuring infrastructure safety while minimizing the high costs and inefficiencies of manual labeling. A novel agentic annota…