Projects

No-IDLE – Interactive Deep Learning Enterprise

In recent years, machines have surpassed humans in the performance of specific and narrow tasks such as some aspects of image recognition or decision …

CALAHARI – CALamity Adaptes HARvesting Innovation

CALAHARI is a vision for a robot-assisted, semi-autonomous timber harvesting process. The synthesis of the requirements analysis for successful …

MOMENTUM – Robust Learning with Hybrid AI for Trustworthy Interaction of Humans and Machines in Complex Environments

MOMENTUM is a research project dedicated to TRUSTED-AI, which aims to advance the development and application of artificial intelligence by …

STAR – Safe and Trusted Human Centric ARtificial Intelligence in Future Manufacturing Lines

STAR is a joint effort of AI and digital manufacturing experts towards enabling the deployment of standard-based secure, safe and reliable …

RACKET – Rare Class Learning and Unknown Events Detection for Flexible Production

The RACKET project addresses the problem of detecting rare and unknown faults by combining model-based and machine learning methods. The approach is …

Infinity – Artificial Intelligence and advanced big Data Analytics for Law Enforcement Agencies

The ambition of the project INFINITY is to become a flagship project against society’s most pressing cybercriminal, terrorist and hybrid threats. …

EIT-AR – Augmented Retail (AR)

The Augmented Retail project, a joint effort of DFKI (Germany), SAP (Germany), VividWorks (Finland), and the University of Paris-Sud (France), brings …

IRL – Laboratory for Innovative Retail Technology in cooperation with Globus

Within the Innovative Retail Laboratory (IRL), an application-oriented research laboratory of the DFKI, innovative technologies for the retail of …