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Research Topics

Image Recognition & Understanding

Image and pattern recognition techniques can be used to develop systems that not only analyze and understand individual images, but also recognize complex patterns and behaviors in multimedia content such as videos. By using deep learning technologies, training data can be generated for learning systems or valuable information can be obtained from optical sensors for various applications.

News

Projects

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  1. NoIDLEChatGPT - No-IDLE meets ChatGPT

    Das Projekt "No-IDLE meets ChatGPT" zielt darauf ab, die Mensch-Maschine-Interaktion bei der Aktualisierung von Deep-Learning-Modellen (DL) zu verbessern, indem die Mensch-Computer-Interaktion (HCI)…

  2. 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…

  3. 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…

  4. 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…

  5. 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…