Imagine Team/ Publications/ A General Framework for Adapting Foundation Models to Specialized Domains: A Case Study in Sewer Defect Classification/ A General Framework for Adapting Foundation Models to Specialized Domains: A Case Study in Sewer Defect Classification 1 January 2026