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Fig. 2 | EURASIP Journal on Image and Video Processing

Fig. 2

From: Semantic embeddings of generic objects for zero-shot learning

Fig. 2

Illustration of our linking process. ImageNet classes are indexed by WordNet concepts. WordNet concepts are linked to BabelNet concepts. BabelNet concepts are linked to DBPedia concepts. Each concept in DBPedia is linked to a Wikipedia article. Following links between linked open datasets allow us to collect rich descriptions of ImageNet visual classes. Our evaluation focused on BabelNet graph embeddings and Wikipedia articles embeddings but other knowledge bases such as Freebase or YAGO may be used interchangeably

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