An Integrated Vision-and-Language Pretraining (VLP) and Visual Question Answering (VQA) model to Automate Nondestructive Evaluation Image Analysis
The episode details a VLP/VQA model designed to automate Nondestructive Evaluation (NDE) image analysis using Impact Echo images. Trained on the BEAST dataset, the system allows engineers to ask targeted questions about structural flaws. It provides accurate, context-rich answers regarding defect type, location, shape, and severity for critical infrastructure assessment.