Inpainting is a learned interpolation technique that is based on generative modeling and used to populate masked or missing pieces in an image; it has wide applications in picture editing and retouching. Recently, inpainting started being used for waterma... (more…)

Mini-course about machine learning given at GradDays of Heidelberg University... (more…)

In this post we are going to learn how to perform data preprocessing for a machine learning model. We are going to gather data through web scraping using python. (more…)

See a new scale-out RDBMS with native MLOps that makes it easy to develop, manage, deploy and govern ML models. (more…)

When flooding occurs, Synthetic Aperture Radar (SAR) imagery is often used to identify flood extent and the affected buildings for two reasons: (i) for early disaster response, such as rescue operations, and (ii) for flood risk analysis. Furthermore, the ... (more…)