Projects

KIForPol – TransferLab KI-Forschung für die Polizei

The German Research Center for Artificial Intelligence (DFKI) operates the TransferLab "AI Research for the Police" (KIForPol) at its Kaiserslautern site. The DFKI TransferLab KIForPol is a cooperatio

CIAM – Cooperative Development of a Comprehensive Integrated Autonomous Underwater Monitoring Solution

In the CIAM project, autonomous underwater vehicles (AUVs) are being developed that are capable of autonomous inspection missions with a travel distance of 500km. This eliminates the need for supply v

openSCENE – Procedural Reality Capture for the Generation of Critical Scenarios in the Context of Autonomous Vehicle Evaluation and Certification

The goal of the openSCENE project is in the area of generating critical scenarios for the subsequent evaluation and certification of autonomous vehicles. A well-known problem for autonomous driving is

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 human-centric AI systems in real-life manufacturing environme

DIGITbrain – Digital twins bringing agility and innovation to manufacturing SMEs, by empowering a network of DIHs with an integrated digital platform that enables Manufacturing as a Service (MaaS)

DIGITbrain Project is an EU innovation program to give SMEs easy access to digital twins. A Digital Twin is the virtual representation of a product, system or process that simulates its physical attri

ExplAINN – 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 pr

HUSSAR – Hocheffiziente und sensorakkurate Simulation von Radarsystemen

HUSSAR aims at adapting existing methods from ray-based Monte Carlo simulations of visible wavelengths for radar and implementing them in a prototype. The focus of the project is to create a solid fou

HP-DLF – High Performance Deep Learning Framework

The goal of HP-DLF is to provide researchers and developers in the "deep learning" domain an easy access to current and future high-performance computing systems. For this purpose, a new software fram

DeFuseNN – Deep Fusion für Neuronale Netze

Motivation Focused research and development in the field of Deep Learning, especially in recent years, has resulted in a variety of different network types, architectures, modules, training methods an

DAKARA – Design and application of an ultra-compact, energy-efficient and reconfigurable camera matrix for spatial analysis

Within the DAKARA project an ultra-compact, energy-efficient and reconfigurable camera matrix is developed. In addition to standard color images, it provides accurate depth information in real-time, p