VISION
Language-in-the-loop culvert inspection that couples open-vocabulary perception with viewpoint planning
VISION uses vision-language models with viewpoint planning to close the loop between seeing, deciding, moving, and re-imaging. The project targets open-vocabulary culvert inspection where long-tailed defects and changing imaging conditions break closed-set pipelines.