Fields of Application

Mobility

Artificial intelligence is the key technology for mobility concepts of the future. Tomorrow's mobility will be characterized by vehicles and infrastructure with ever higher levels of automation and networking, as well as learning systems that increase traffic safety and optimize traffic flows. Context-sensitive, multimodal interfaces and intelligent sensor systems for interaction between vehicles and their occupants or with the environment, as well as communication, control and analysis systems for elementary data flows and their safety, are just as important for this.

News

Pandemie-Simulationen für Kommunen, auf wissenschaftlicher Basis: Im Forschungsprojekt AScore ist ein Pandemie-Cockpit entstanden, welches…

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1-3 October 2021: The SPELL project partners invite you to the Hackathonamring at the Nürburgring.

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Der Digitaltag wird getragen von der Initiative „Digital für alle“, einem Bündnis von mehr als 25 Organisationen aus den Bereichen Zivilgesellschaft,…

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Projects

Localisation and perception of a miniaturized autonomous underwater vehicle for the exploration of subglacial lakes

The aim of the TRIPLE project line is to design and build a system for scientific exploration of subglacial lakes while validating the associated functions in close cooperation with marine and space…

Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI can explain in one sentence why it acted the way…

Continuous Adaptive Machine-Learning of Transfer of Control Situations

A remaining major challenge with autonomous systems is the handling of situations that the system cannot handle on its own. Up to now, this transfer of control has been considered in isolation. An…

Visuelles robustes räumliches Szenenverständnis in dynamischen Umgebungen unter Verwendung von intermediären Darstellungen

Die visuelle 3D-Erfassung einer Szene in Echtzeit und die gleichzeitige Bestimmung der Position und Orientierung der Kamera (6DoF, Freiheitsgrad) im Raum ist eine Kerntechnologie, die in zahlreichen…

Emerging technologies for the Early location of Entrapped victims under Collapsed Structures & Advanced Wearables for risk asses

### Rationale

Apart from earthquakes which usually result in catastrophic structural collapses with many people entrapped or killed, e.g. Indonesia 2018, Japan 2011, Haiti 2010, Italy 2009, Greece…

Explainable AI and Neural Networks

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…

Automotive Robust Radar Sensing

Radar sensors are very important in the automotive industry because they have the ability to directly measure the speed of other road users. The DFKI is working with our partners to develop…

Tandem of Rover and Associated Wain for Lunar Extended Roaming

The main objective of the TRAILER project is to develop a compound rover system consisting of (i) an agile and powerful rover, the so-called TRACTOR subsystem, equipped with high performance…

A Sound Verification Platform for Early Software Development for RISC-V based Systems

The aim of the VerSys project is to develop a consistent platform for early software development based on RISC-V technology, an instruction set architecture for microprocessors which has been…

KI-Absicherung

Im Rahmen des Projektes „KI Absicherung“ werden erstmalig industrieübergreifend Methoden und Maßnahmen für die Absicherung von KI-basierten Funktionen für das automatisierte Fahren entwickelt. Es wird…

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz