The PASC Conference series is an international and interdisciplinary platform for exchanging knowledge in scientific computing and computational science, with a strong focus on methods, tools, algorithms, workflows, application challenges, and novel techniques in the context of scientific usage of high-performance computing.
At PASC25, whose main theme was "Supercomputing for Sustainable Development", iMagine had the opportunity to present the AI Platform and its features.
Colleagues from KIT, the partner coordinating the iMagine Competence Centre, provided participants with an in-depth overview of the iMagine AI Platform's reusability and flexibility, focusing on the tools and guidelines that ensure consistent annotations, FAIR data practices, and reproducibility. Using deep learning techniques like CNNs for classification, detection, and segmentation, the platform supports transparent evaluation and addresses issues like model drift. Researchers can develop, share, and deploy AI models as Docker containers integrated with REST APIs, enabling execution on federated clouds, like the EGI Federated Cloud, and HPC resources.