Swati Jaiswal

Generative Data Augmentation for Rare Corrosion Types Using Diffusion Models

The application of machine learning and deep learning methods has been very useful in detecting corrosion in industrial operations, but their effectiveness is usually constrained due to extreme class skew in the accessible datasets. There are rare yet essential types of corrosion like pitting and stress-corrosion crack...