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Yeast Cells in Microstructures Dataset

datacite.relation.isPartOf https://arxiv.org/abs/2304.07597
dc.contributor.author Reich, Christoph
dc.contributor.author Prangemeier, Tim
dc.contributor.author Françani, André
dc.contributor.author Koeppl, Heinz
dc.date.accessioned 2023-04-18T13:20:53Z
dc.date.available 2023-04-18T13:20:53Z
dc.date.created 2023-04-18
dc.date.issued 2023-04-18
dc.description Yeast cell instance-segmentation dataset of the paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC, 2023]. https://arxiv.org/abs/2304.07597 We present and publicly release (under MIT license) a dataset of yeast (Saccharomyces cerevisiae) cells in microstructures with instance segmentation annotations. The dataset is comprised of 493 densely annotated brightfield microscopy images (instance segmentation) of different TLFM experiments with different microstructures (traps). Please refer to our GitHub repository or to the paper for more information. Project page: https://christophreich1996.github.io/yeast_in_microstructures_dataset/ Code (data loading & evaluation): https://github.com/ChristophReich1996/Yeast-in-Microstructures-Dataset de_DE
dc.identifier.uri https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/3799
dc.identifier.uri https://doi.org/10.48328/tudatalib-1125
dc.language.iso en de_DE
dc.rights.licenseMIT (https://opensource.org/licenses/MIT)
dc.subject instance-segmentation de_DE
dc.subject computer-vision de_DE
dc.subject segmentation de_DE
dc.subject cell-segmentation de_DE
dc.subject yeast-cell de_DE
dc.subject.classification 4.43-04
dc.subject.classification 4.43-05
dc.subject.ddc 004
dc.title Yeast Cells in Microstructures Dataset de_DE
dc.type Dataset de_DE
dcterms.accessRights openAccess
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tuda.history.classification Version=2016-2020;409-05 Interaktive und intelligente Systeme, Bild- und Sprachverarbeitung, Computergraphik und Visualisierung
tuda.unit TUDa

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yeast_cell_in_microstructures_dataset.zipFull dataset92.04 MBZIP-Archivdateien Download
yeast_cell_in_microstructures_visualizations.zipVarious visualizations of the dataset87.39 MBZIP-Archivdateien Download