ScaDS.AI (Center for Scalable Data Analytics and Artificial Intelligence) is a center for Data Science, Artificial Intelligence, and Big Data with locations in Dresden and Leipzig.
Within this center, we work on the subproject Scalable Visual Computing, which is embedded into the area of AI Algorihms and Methods. There, we improve, invent, and apply scalable Machine Learning and AI methods for generating, analyzing, and interacting with visual information.
These methods enable novel applications in Image Analysis, Computer Vision, Computer Graphics, Visualization and Human-Computer
Interaction. This includes ScaDS.AI applications in the life sciences and environmental sciences.
To be more precise, our contribution to this subproject will focus on the development and investigation of multiscale data visualization for heterogeneous device environments, responsive data visualization, perception for multi-scale visualization, and powerful multimodal and natural interaction techniques. Such research will allow us to design efficient and intuitive systems for the exploration and comprehension of ML-driven data.
Further information about the project can be found on the official ScaDS.AI website.