Add and remove images from query

Transcript

1. 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. 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. 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. 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. 5
   Thingy
   www.xyggy.com © 2019
   

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