Projects

This Europe-wide project is working on the intelligent networking of buildings, smart homes and electricity grids. The various objectives include efficient, intelligent, interoperable energy managemen

The digitalization of industry opens the path for mass customization but requires leveraging the existing manufacturing ecosystems and establishing a collaborative manufacturing environment. DIMOFAC p

Machine learning methods based on existing training data have proven to be very effective in identifying patterns and implicit dependencies even in complex situations with many parameters and in provi

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep Learning technologies, has been lower than initially pr

The astonishing speed of developments in deep learning, especially in the field of computer vision, is largely based on the availability of increasingly powerful co-processors. They allow to process e

At the center of the three-year project is the prototypical development of a digital learning platform specializing in the field of artificial intelligence. This platform is particularly designed for

MetaDL is a project funded by the BMBF in the field of "Artificial Intelligence". As part of the MetaDL project, we want to generate code for AI applications on a variety of accelerator-based systems

Digitisation of agriculture (DdL), like digitisation in every field of application, requires technical permeability of the value creation networks concerned for the data generated; the actors in every

Innovative information and communication technologies are key drivers in the development of today's production environments: At the communication level, they enable ever faster wireless data connectio

The Test Center for Maritime Technologies on Helgoland is led by the Fraunhofer Institute for Manufacturing Technology and Advanced Materials IFAM together with the Robotics Innovation Center of the G