Projects

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DiTAq - Digital Twin of Aquatic Environments
Digital Twins (DTs) have gained significant popularity in various industries due to their real-time representation of physical objects. Recently, interest in applying DTs to environmental science has…
EINHORN - Entwicklung von menschenzentrierten Systemen zur dialogorientierten Interaktion mit erklärbaren KI-Methoden für Prozessintelligenz
Die rasante Entwicklung im Bereich KI, sowohl bei Maschinellem Lernen und sogenannten Large Language Models (LLM), die für die Sprachinteraktion von Bedeutung sind, ermöglichen immer mehr…
LIEREx - Language-Image Embeddings for Robotic Exploration
"Robot, bring me a cup!"
This seemingly simple instruction often poses significant problems for robots.
A robot can use semantic maps to query the positions of objects, but those objects may not…
KI4KL - KI für Kommunale Leistungen
In Antwort auf die Ausschreibung Nr. 10/4.1-2023-0335 der Stadt Gelsenkirchen hat die Westfälische Hochschule ein Angebot „für den Aufbau und Betrieb eines Anwendungszentrums Künstliche Intelligenz…
RIG - Robotics Institute Germany
Robotics Institute Germany, national joint project of robotics research in Germany, coordinated by TU Munich
The Robotics Institute Germany is an initiative by the Federal Ministry of Education and…
APLASTIC-Q Arktis - Strandmüllmonitoring arktischer Küsten mittels fernerkundlicher Methoden und automatisierter Datenauswertung durch künstliche Intelligenz
Beach litter is increasingly considered an important indicator of ocean pollution in international agreements.
In the past, numerous methods have been developed to record beach litter. However, these…
TrustifAI - Mission Kl Innovation- and Quality Center (IQZ) Kaiserslautern (TrustifAI - Health and Wellbeing)
Trustworthy AI applications for a secure future
Under the leadership of acatech – National Academy of Science and Engineering, MISSION KI aims to strengthen the trustworthiness and reliability of AI…
SIGN-HEP - Safe and industrially applicable normed HSM based on open EDA tools and processors
Open source approaches in hardware design have received increased attention in recent years; there are many promising approaches, but not yet industry-wide acceptance as in the software area. This…
SimPROLEG - Development of an AI-supported software tool based on bio- / structural-mechanical replacement models to improve and shorten the design process of prosthetic leg sockets
The Essentials in 30 Seconds
The SimPROLEG project pursues the goal to improve and make the development of customized leg prosthesis sockets more efficient through AI-based simulation of the loads in…
Albatross - Applications for Lifelong Based Algorithms Targeting Robust Optimization on Sustainable Settings
At its core, Albatross is a research project in the area of continual learning.
Continual Learning is an approach in artificial intelligence and machine learning where models learn and adapt…
DI-OCDCPro - Open source chip design infrastructure as a learning and competition platform for students and young talents
In order to strengthen the innovation ecosystem for chip design in Germany and to attract more young people to the important field of semiconductor development and chip design, the DI-OCDCpro project…
3S-II - AI-based detection of steroid sample swapping in the anti-doping area and analysis of the associated decision-making processes
Anti-doping analyses are important in maintaining fairness and integrity in sports, with robust measures required to fight against cheating and doping. Recent advancements have shown the potential for…
EVIDENT - Erforschung vertrauenswürdiger KI-Ansätze zur Verlängerung der Lebensdauer von Elektrofahrzeug-Akkus im Kontext der Routenoptimierung
Das Projekt untersucht den Einsatz fortschrittlicher KI zur Verbesserung der Disposition und Routenoptimierung, indem es die Grenzen konventioneller Einzelpunktprognosen durch…
IUML - Interpretability in Unsupervised Machine Learning
To foster trust, accountability, and informed decisions, it is crucial to develop methods for comprehending and explaining how these models arrive at their conclusions, thus accelerating industrial…
Taxas - Tax-aware Intelligent Document Analytics
Die Dokumentenverarbeitung stellt einen großen Teil des täglichen Arbeitsaufkommens in Unternehmen dar und bietet ein hohes Potenzial zur Optimierung und Automatisierung. Ziel des Projekts Taxas…
VERANDA - Trustworthy anonymization of sensitive patient data for remote consultations
The primary aim of VERANDA is to explore and promote informational self-determination in the context of personal and sensitive medical data, especially among stigmatized groups. This includes…
SC_Kleer - MultiGrasp: Multimodal Grasp Type Prediction for Dexterous Multi-fingered Robotic Grasping
Partners
TRUMPF Werkzeugmaschinen SE + Co. KG
FITKOTEC - Untersuchung von Zukunftstechnologien zur Anwendung von der Föderalen IT- Kooperation (FITKO)
Die Föderale IT-Kooperation (FITKO) beauftragt die Innovation Mine, das DFKI und PROSOZ mit der Auswahl, Entwicklung und Evaluation dreier Anwendungsszenarien von Zukunftstechnologien insbesondere im…
DuITeasy - Lifelong assistance platform based on an open federated data and services ecosystem and smart metering systems
The European population is aging. New strategies, systems, and technologies are needed that use already existing data collection systems in the living environment and support a self-determined life…
SignReality - SignReality - Extended Reality for Sign Language translation
The research project “SignReality - Extended Reality for Sign Language translation” has as goal the development of an augmented reality (AR) model and application visualizing an animated interpreter…