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Creative AI

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Rakuten Technology Conference 2019

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Creative AI

  1. 1. Björn Stenger November 9, 2019 Rakuten Institute of Technology Rakuten, Inc.
  2. 2. 2Last accessed on 2019/06/28, https://global.rakuten.com/corp/about/history.html
  3. 3. 3accessed on 2019/06/25, https://www.rakuten.co.jp …
  4. 4. 4Image attribution: www.freepik.com
  5. 5. 5 https://thispersondoesnotexist.com/ Faces https://talktotransformer.com/ Music Images https://github.com/tamarott/SinGAN https://make.girls.moe/ Stories https://openai.com/blog/musenet/ Payne, Christine. "MuseNet." OpenAI, 25 Apr. 2019, openai.com/blog/musenet
  6. 6. 6 Toward Human-level Visual Creativity Image attribution: www.freepik.com Rate Enhance Create https://creativecommons.org/licenses/by/2.0/ https://pxhere.com/en/photo/468362 Photo credit: Tetsuhiro Terada https://creativecommons.org/licenses/by/2.0/ https://www.flickr.com/photos/ttshr1970/25075441461 https://www.flickr.com/photos/pedrosimoes7/190673196 Photo credit: Pedro Ribeiro Simões https://creativecommons.org/licenses/by/2.0/
  7. 7. 7Video credit: Ichiba CWD
  8. 8. 8 https://www.flickr.com/photos/cityfoodsters/11652328194 Image credit: City Foodsters https://www.flickr.com/photos/andrew_annemarie/14605310680 Image credit: Andrew and Annemarie
  9. 9. 10Image credit: Rakuten Ads
  10. 10. 11Image credit: RIT, Set5 dataset
  11. 11. 12 Residual Dense Network Low Resolution Raw Image High Resolution Down Sample Difference as Loss x4 x3 x2 Expected High Resolution Image Image credit: RIT, Set5 dataset
  12. 12. 13Image credit: Rakuten Travel
  13. 13. 14Image credit: Rakuten Travel
  14. 14. 15Image credit: Rakuten Travel
  15. 15. 16
  16. 16. 17 Color template matching Banner templateProduct images Product Genre Color selection Image credit: Ichiba CWD
  17. 17. 18 Complementary colors Harmonic colors Image credit: Ichiba CWD
  18. 18. 1919Image credit: Ichiba CWD
  19. 19. 20 Layout Background Foreground Logos FontShapes logo obj obj2 text htext Text MyCosmeの 公式アイテム は こちら! Image credit: Rakuten Ads & RIT
  20. 20. 21 Image credit: Rakuten Ads
  21. 21. 22 SNEAKER SALE Up to 30% off Generation Ranking 30 Sneaker Sale Up to OFF % Sneaker up to 30% off Sale Sneaker up to 30% off Sale 30 Sneaker Sale Up to OFF % Images Text Styles

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