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Network Analysis
- /en/research-topics/data-science-artificial-intelligence/solutions-services/network-analysis
detection and diagnosis of the ever-growing number of anomalies occurring in all sort of complex systems, including data networks but not limited to that. By enabling the analysis of highly-dimensional
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Multi-Modal Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/multi-modal-artificial-intelligence
and combining information from multiple modalities to develop higher-level cognitive AI systems. These systems learn from the correlation of e.g. audio and visual events and provide advanced models, e
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Explainable Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/explainable-artificial-intelligence
its learning structure and the input data. Here at AIT, we incorporate explainability in our AI systems to improve the performance and detect biases in the data (e.g., XAI helps to detect gender biases
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Applied Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence
with AI systems. By applying the latest meta-learning and few-shot strategies, we try to avoid the expensive process of data annotation altogether. Applied AI at Scale The management of AI systems implies [...] and Artificial Intelligence is further applied to monitor context drifts in continuous learning systems and to manage data security in federated learning environments. We also apply data analytics and
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Big Data
- /en/research-topics/data-science-artificial-intelligence/data-science/big-data
Machine Learning (ML) applications are driven by data, and big data is a boon for AI/ML systems. The more data an AI/ML system gets, the more it improves its performance, and the better solution it provides to
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MAST3RBoost
- /en/research-topics/wire-based-additive-manufacturing/projects/mast3rboost
minimise the overall environmental impact and improve the economic performance of the hydrogen storage system already in the design phase. The LKR Leichtmetallkompetenzzentrum Ranshofen of the AIT contributes
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Training in the field of heat pumps
- /en/research-topics/training-education/training-in-the-field-of-heat-pumps
in the field of heat pumps Continuing education and courses for heat pumps and air conditioning systems on planning, installation, commissioning and maintenance offered by the AIT Austrian Institute of
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Industrial Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science/industrial-data-science
deployment. Our team has a solid and proven record in several IDS use cases, from large-scale complex-systems monitoring (e.g., communication networks, blockchains) to customer experience analysis to remaining
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Vision 2021
- /en/ueber-das-ait/center/center-for-vision-automation-control/messen-events/vision-2021
Computational Imaging (Englisch) High-Performance Vision Systems for Automation of Complex Production Processes (Englisch) High-Performance Vision Systems for Currency & Identity (Englisch) xposure:camera (Englisch) [...] Qualitätskontrolle ebenso geeignet wie zur Inspektion von Infrastruktur – wie z.B. Schienen. Das System besteht aus der AIT xposure high-speed Zeilenkamera, AIT xposure:flash für schnelle Beleuchtungssequenzen
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Process Studio 2022-currently
- /en/media/arttec-at-ait/process-studio-2022-currently
machine learning system GAN (Generative Adversarial Network). The potentially infinite number of variations of the tokens is based on Emergence. This describes that form of development of a system that results [...] recognisable interplay between these elements. However, the created tokens can escape the emergent system of the machine and, in line with the “Terms of Care”, be individually developed further and employed
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KI-Ethik in der digitalen Verwaltung
- /en/themen/innovation-policy-and-transformation/projekte/ki-ethik-in-der-digitalen-verwaltung
markiert. Name * E-Mail * Betreff * Nachricht * Send PD Dr. Peter Biegelbauer Center for Innovation Systems & Policy +43 50550-4589 +43 50550-2201 Peter.Biegelbauer(at)ait.ac.at
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Deep Learning
- /en/research-topics/high-performance-vision-systems/deep-learning
Nachricht * Send Ing. Petra Thanner, MSc., MBA Senior Research Engineer High-Performance Vision Systems Center VAC +43 664 88390002 petra.thanner(at)ait.ac.at Information material Deep Learning We at AIT
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xposure:camera
- /en/research-topics/high-performance-vision-systems/high-speed/xposurecamera
Nachricht * Send Ing. Petra Thanner, MSc., MBA Senior Research Engineer High-Performance Vision Systems Center VAC +43 664 88390002 petra.thanner(at)ait.ac.at Factsheet xposure:camera More than just a
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xposure:flash
- /en/research-topics/high-performance-vision-systems/high-speed/xposureflash
multispectral, multichannel and photometry acquisition system. Advantages of high speed strobing There is a trend in industrial inspection systems towards the simultaneous acquisition of more information [...] for advanced single camera systems. Print inspection of 10 EURO banknote top: RGB | middle: intaglio print | bottom: hologram Application fields Multispectral line-scan system Single camera inline photometric [...] plane, but homogenous illumination within a given 3D volume. A specially adapted heat management system ensures maximum illumination stability and, together with the small unit size, this allows it to
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Mechatronics and robotics
- /en/research-topics/complex-dynamical-systems-old/mechatronics-and-robotics
s, electrical machines), sensor technology, and systems integration. Using physical and data-driven mathematical models, we examine and optimise systems and make decisions about the selection and integration [...] processes, diagnostic systems, and adaptive learning algorithms. By doing so, we increase the flexibility, configurability, adaptability, and reliability of future products. In system design, our mission [...] customised, highly flexible and cognitive handling systems for non-rigid materials, with the aim of supporting and easing people’s daily workload. Our new systems also help to ensure that traditional labour-intensive
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Digitalisation and automation of production systems
- /en/research-topics/complex-dynamical-systems-old/digitalisation-and-automation-of-production-systems
Digitalisation and automation of production systems Digitalisation and automation of production systems Today, the manufacturing industry faces numerous, often completely new challenges. Globalisation
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IKTHEUAP
- /en/research-topics/biosensor-technologies/projects/iktheuap
Therapeutic Apheresis and Dialysis Antibodies are proteins that form an integral part of the immune system. With highly specific binding domains, they attach to their target and serve as indicator for further
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Power2Regions
- /en/themen/innovation-policy-and-transformation/projekte/power2regions
markiert. Name * E-Mail * Betreff * Nachricht * Send PD Dr. Peter Biegelbauer Center for Innovation Systems & Policy +43 50550-4589 +43 50550-2201 Peter.Biegelbauer(at)ait.ac.at
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Scaleable Embedded Vision
- /en/research-topics/high-performance-vision-systems/scaleable-embedded-vision
vision systems need this performant parallelism to increase processing power as higher clock frequencies got to technological limits. Industrial environments demand embedded processing systems even for [...] long-term available, machines and systems can be steadily delivered in series over the long term. In this way, an embedded real-time high-performance image processing system consisting of VisionBox LeMans [...] Current trends in automation technology require ever smaller, faster and cheaper components and systems that can capture an increasing number of surface properties. In addition to commercial products such
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FlexInspect
- /en/research-topics/high-performance-vision-systems/flexinspect
precise image rectification Extremely high speed is characteristic of modern industrial production systems. These machines produce a vast number of products at ever-increasing speed. It is no longer imaginable [...] a manual visual inspection of the quality for each individual product. A camera-assisted computer system must take over this task. Experts in high-performance image processing from AIT Austrian Institute [...] of industries enables them to develop leading-edge technologies for high-performance inspection systems that are success at both national as well as international level. Constantly increasing production
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