DendroMap : Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps
In this paper, we present DendroMap, a novel approach to interactively exploring large-scale image datasets for machine learning (ML). ML practitioners often explore image datasets by generating a grid of images or projecting high-dimensional representations of images into 2-D using dimensionality r...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 29(2023), 1 vom: 27. Jan., Seite 320-330
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| 1. Verfasser: |
Bertucci, Donald
(VerfasserIn) |
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| Weitere Verfasser: |
Hamid, Md Montaser,
Anand, Yashwanthi,
Ruangrotsakun, Anita,
Tabatabai, Delyar,
Perez, Melissa,
Kahng, Minsuk |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article |
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