11. Query with unknown imageDataset: wikiart images - https://www.wikiart.org/.No image pre-processing performed. No textual data used.Feature vectors generated automatically from deep learning model.Unknown image UU not in Thingywww.xyggy.com © 2019
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2Test to add unknown image1. Query with an unknown image. If image is knownto Thingy, duplicate will show as the first result. Itdoesn’t (previous slide).2. Add a copy of the unknown image to Thingy.3. Query with the unknown image again. If image isknown to Thingy, duplicate will show as the firstresult.www.xyggy.com © 2019
32. Add imageAdd a copy of unknown image U to Thingy inrealtimewww.xyggy.com © 2019
43. Query with unknown image againUnknown image UCopy of U is firstresultwww.xyggy.com © 2019
5Test to add 3 unknown images1. Query with 3 unknown images. If images areknown, duplicates will show in results. They don’t(see next slide).2. Add copies of 3 unknown images to Thingy.3. Query with 3 unknown images again. If images areknown, duplicates will show in results.www.xyggy.com © 2019
61. Query with 3 unknown imagesUnknown imagesU1, U2, U3U1, U2, U3 not inThingywww.xyggy.com © 2019
72. Add 3 imagesAdd copies of 3 unknown images U1, U2, U3 toThingy in realtimewww.xyggy.com © 2019
83. Query with 3 unknown images againUnknown imagesU1, U2, U3Copies of U1, U2,U3 appear inresultswww.xyggy.com © 2019
9Thingywww.xyggy.com © 2019