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1 Add and remove images from query Query images Result images Dataset: wikiart images - https://www.wikiart.org/. No image pre-processing performed. No textual data used. Feature vectors generated automatically with deep learning. www.xyggy.com © 2019

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2 Add another image to the query … given a query with one or more items … Thingy discovers other relevant items in ranked order www.xyggy.com © 2019

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3 Add two more images to query … the number of items in a query is unlimited … in practice, a handful works well … so will tens or hundreds if the application suits www.xyggy.com © 2019

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4 Remove two images from query … add and remove items from a query interactively … achieve with dragging or touching … every interaction changes results www.xyggy.com © 2019

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5 Thingy www.xyggy.com © 2019