Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification

no code implementations • 15 Oct 2021 • Henrik Riedel, Sleheddine Mokdad, Isabell Schulz, Cenk Kocer, Philipp Rosendahl, Jens Schneider, Michael A. Kraus, Michael Drass

The VIG is a double-pane configuration with a submillimeter vacuum gap between the panes and therefore under constant atmospheric pressure over their service life.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1

Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers

no code implementations • 2 Mar 2020 • Yan Ge, Philipp Rosendahl, Claudio Durán, Nicole Töpfner, Sara Ciucci, Jochen Guck, Carlo Vittorio Cannistraci

With this motivation, our goal here is to investigate the extent to which an unsupervised machine learning methodology, which is applied exclusively on morpho-rheological markers obtained by real-time deformability and fluorescence cytometry (RT-FDC), can address the difficult task of providing label-free discrimination of reticulocytes from mature red blood cells.

General Classification