Rakuten Technology Conference 2019

1. Björn Stenger
November 9, 2019
Rakuten Institute of Technology
Rakuten, Inc.

2. 2Last accessed on 2019/06/28, https://global.rakuten.com/corp/about/history.html

3. 3accessed on 2019/06/25, https://www.rakuten.co.jp
…

4. 4Image attribution: www.freepik.com

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
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. 7Video credit: Ichiba CWD

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. 10Image credit: Rakuten Ads

10. 11Image credit: RIT, Set5 dataset

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. 13Image credit: Rakuten Travel

13. 14Image credit: Rakuten Travel

14. 15Image credit: Rakuten Travel

15. 16

16. 17
Color template
matching
Banner templateProduct images
Product Genre Color selection
Image credit: Ichiba CWD

17. 18
Complementary colors Harmonic colors
Image credit: Ichiba CWD

18. 1919Image credit: Ichiba CWD

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. 21
Image credit: Rakuten Ads

21. 22
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Images
Text
Styles