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AI assisted creativity

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talk at pydata Berlin

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AI assisted creativity

  1. 1. AI assisted creativity @graphific Roelof Pieters Berlin ‘17roelof@creative.ai
  2. 2. Artificial Intelligence / AI
  3. 3. Artificial Intelligence / AI
  4. 4. John McCarthy (1970) Douglas Engelbart (1968) AI as in “Augmentation”
  5. 5. Virtual Reality Headset 
 (1968 — Ivan Sutherland) Sketchpad (1963) “The Mother of All Demos” (1968)
 Doug Engelbart / SRI Xerox Parc Computer / GUI 
 (1970s) AI as in “Augmentation”
  6. 6. “Computers are useless. They can only give you answers” — Pablo Picasso,1964
  7. 7. (https://twitter.com/teropa/status/865857515350888448)
  8. 8. Creative AI?
  9. 9. Early Creative AI
  10. 10. Early Creative AI Shannon, C. E. (1951) “Prediction and Entropy of Printed English” In Bell System Technical Journal 30 (1): 50–64
  11. 11. Early Creative AI Z22, built 1956; 
 now at ZKM in Karlsruhe. Theo Lutz: "Stochastische Texte", in: augenblick 4 (1959), H. 1, S. 3-9
  12. 12. Early Creative AI
  13. 13. Cybernetic Serendipity (1968)
  14. 14. Michael Noll. In 1970
  15. 15. Brian Eno (1978) “Music for Airports”
  16. 16. https://medium.com/@creativeai/creativeai-9d4b2346faf3
  17. 17. “First we shape our tools, thereafter they shape us” — Marshall McLuhan, 1967
  18. 18. “First we shape our tools, thereafter they shape us” — Marshall McLuhan, 1967 Before Autotone
  19. 19. “First we shape our tools, thereafter they shape us” — Marshall McLuhan, 1967 After Autotone
  20. 20. Contemporary Creative AI
  21. 21. StyleTransfer with Neural Networks
  22. 22. Automatic Sketch Cleanup
  23. 23. StyleTransfer across Media types 3D Style-Transfer Music Style-Transfer Text Style-Transfer Image Style-Transfer
  24. 24. Generative Logo Design
  25. 25. Generating Stories from Images
  26. 26. Generative 3D Modeling
  27. 27. DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation Yaroslav Ganin et.al. 2016 “From Gaze Detection to Gaze correction”
  28. 28. FaceSwap (“We are the World” Karaoke)
  29. 29. Generative Games (No Man’s Sky)
  30. 30. Generative Fashion (by Nervous Systems)
  31. 31. Generative Design (by Autodesk)
  32. 32. Generative Car Design (Autodesk Hack-Rod)
  33. 33. Generative Architecture (by Michel Hansmeyer)
  34. 34. From classification
  35. 35. to generation
  36. 36. https://github.com/alexjc/neural-doodle
  37. 37. HALLUCINATE {*X*} https://www.youtube.com/watch?v=oyxSerkkP4o
  38. 38. https://www.youtube.com/watch?v=NYVg-V8-7q0
  39. 39. Creative AI > Design / Creativity ? Design as Search
  40. 40. https://www.slideshare.net/roelofp/creativity-and-ai-deep-neural-nets-going-wild
  41. 41. https://www.slideshare.net/roelofp/creativity-and-ai-deep-neural-nets-going-wild
  42. 42. https://www.slideshare.net/roelofp/creativity-and-ai-deep-neural-nets-going-wild
  43. 43. Creative AI > Design / Creativity ? Design as 
 Recommending 
 “Actions”
  44. 44. http://www.creativeai.net/posts/qPpnatfMqwMKXPEw7/chor-rnn-generative-choreography-using-deep-learning
  45. 45. http://www.creativeai.net/posts/qPpnatfMqwMKXPEw7/chor-rnn-generative-choreography-using-deep-learning
  46. 46. Robin Sloan, Writing with the machine
  47. 47. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha & Douglas Eck - A neural representation of sketch drawings
  48. 48. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha & Douglas Eck - A neural representation of sketch drawings
  49. 49. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha & Douglas Eck - A neural representation of sketch drawings
  50. 50. David Ha & Douglas Eck - A neural representation of sketch drawings https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha & Douglas Eck - A neural representation of sketch drawings
  51. 51. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html
  52. 52. https://aiexperiments.withgoogle.com/sketch-rnn-demo
  53. 53. Douglas Eck and Jurgen Schmidhuber (2002) Learning The Long-Term Structure of the Blues? Early LSTM music composition (2002)
  54. 54. Nsynth Temporal Autoencoder (2017)
  55. 55. Creative AI? proper design
 (system) proper design
 (designer)
  56. 56. Creative AI? GENERATE FILTER Computer/System CURATE TEST Human/Designer
  57. 57. Wanna be Doing Deep Learning?
  58. 58. python has a wide range of deep learning-related libraries available Low level High level and of course: Deep Learning with Python
  59. 59. Wanna be Doing some Reading?
  60. 60. More Stuff…
  61. 61. Creative AI projects? http://www.creativeai.net/ #Crea&veAI
  62. 62. Code & Papers? http://gitxiv.com/ #GitXiv
  63. 63. http://ethicalmachines.com/
  64. 64. We are hiring! @graphific roelof@creative.ai http://join.creative.ai/
  65. 65. We are looking for designers to interview! @graphific roelof@creative.ai

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