Auflistung nach Schlagwort "Dataset"

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  • Deep-learning-based instrument detection for intra-operative robotic assistance 
    Badilla-Solórzano, Jorge; Spindeldreier, Svenja; Ihler, Sontje; Gellrich, Nils-Claudius; Spalthoff, Simon (Heidelberg [u.a.] : Springer, 2022)
    Purpose: Robotic scrub nurses have the potential to become an attractive solution for the operating room. Surgical instrument detection is a fundamental task for these systems, which is the focus of this work. We address ...
  • Investigation of Deep Learning Datasets for Intralogistics 
    Holm, Dimitrij-Marian; Junge, Philipp; Rutinowski, Jérôme; Fottner, Johannes (Hannover : publish-Ing., 2023)
    Deep Learning for Computer Vision has great potential in intralogistics, for example for applications such as mobile robots or autonomous forklifts. However, the availability of labelled image datasets within this area is ...
  • Machine Learning For Intelligent Maintenance And Quality Control: A Review Of Existing Datasets And Corresponding Use Cases 
    Jourdan, Nicolas; Longard, Lukas; Biegel, Tobias; Metternich, Joachim (Hannover : publish-Ing., 2021)
    The advent of artificial intelligence and machine learning is influencing the manufacturing industry profoundly, enabling unprecedented opportunities to improve manufacturing processes within the three dimensions time, ...