Linking ImageNet WordNet Synsets with Wikidata (Q50347076)
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scientific article from 2018
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Linking ImageNet WordNet Synsets with Wikidata |
scientific article from 2018 |
Statements
Linking ImageNet WordNet Synsets with Wikidata - Figure 1.png
1,322 × 648; 30 KB
1,322 × 648; 30 KB
Plot from the Wikidata Query Service displaying the frequency of the number statements in each Wikidata item that is linked to WordNet 3.0. (English)
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Linking ImageNet WordNet Synsets with Wikidata - Figure 2a.jpg
636 × 471; 43 KB
636 × 471; 43 KB
Screenshot of an application using the Keras Resnet-50 model for image classification of camera images with labels translated to Danish via Wikidata. A coffee mug is in front of a tape recorder on a desk: "kaffekrus" (coffee mug). (English)
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Linking ImageNet WordNet Synsets with Wikidata - Figure 2b.jpg
638 × 478; 57 KB
638 × 478; 57 KB
Screenshot of an application using the Keras Resnet-50 model for image classification of camera images with labels translated to Danish via Wikidata. A coffee mug is in front of a tape recorder on a desk: "vaskemaskine" (washing machine). (English)
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Linking ImageNet WordNet Synsets with Wikidata (English)
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April 2018
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6
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1809-1814
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1 reference
Here I will describe our ongoing efforts in linking the two resources and issues faced in matching the Wikidata and WordNet knowledge graphs. (English)
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For matching Wikidata with ImageNet, I focused on the ILSVRC-part of ImageNet synsets linking them up with the P2888 property (English)
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Here I will describe our ongoing efforts in linking the two resources and issues faced in matching the Wikidata and WordNet knowledge graphs. (English)
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The application was implemented in Python using the Keras deep learning framework with a TensorFlow backend. (English)