Linking ImageNet WordNet Synsets with Wikidata

TL;DR

This paper discusses linking ImageNet WordNet synsets with Wikidata to enhance multilingual image classification using deep learning, highlighting ongoing efforts, challenges, and potential applications.

Contribution

It presents a novel approach to connect WordNet synsets with Wikidata, enabling multilingual deep learning applications in image recognition.

Findings

Successful linkage of WordNet synsets with Wikidata

Potential for real-time multilingual image classification

Discussion of challenges and future opportunities

Abstract

The linkage of ImageNet WordNet synsets to Wikidata items will leverage deep learning algorithm with access to a rich multilingual knowledge graph. Here I will describe our on-going efforts in linking the two resources and issues faced in matching the Wikidata and WordNet knowledge graphs. I show an example on how the linkage can be used in a deep learning setting with real-time image classification and labeling in a non-English language and discuss what opportunities lies ahead.