More of these, less of the others

Transcript

1. 1
   More of these, less of the others
   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.
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2. 2
   More like positives, less like negatives
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4. 4
   More like negatives, less like positives
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6. 6
   What’s going on?
   Think “yin and yang”.
   The positive has a little
   of the negative.
   The negative has a
   little of the positive.
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   yin and yang
   Discover more like
   the positive images
   and less like the
   negative ones.
   Discover more like
   the negative
   images and less like
   the positive ones.
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8. 8
   Thingy
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