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AI assisted creativity
1) The document discusses the history of artificial intelligence and creative AI, from early concepts in the 1950s-60s to modern applications using neural networks. 2) It explores how contemporary creative AI is used for tasks like style transfer, image generation, and generative design. 3) The document argues that for creative AI to reach its full potential, it needs proper design of both the computer systems and the human designers working with the technology.
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AI assisted creativity
- 1. AI assisted creativity@graphific Roelof Pieters Berlin ‘17roelof@creative.ai
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- 4. John McCarthy (1970)Douglas Engelbart (1968) AI as in “Augmentation”
- 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. “Computers are useless. Theycan only give you answers” — Pablo Picasso,1964
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- 10. Early Creative AI Shannon,C. E. (1951) “Prediction and Entropy of Printed English” In Bell System Technical Journal 30 (1): 50–64
- 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
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- 14. Michael Noll. In1970
- 15. Brian Eno (1978)“Music for Airports”
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- 18. “First we shapeour tools, thereafter they shape us” — Marshall McLuhan, 1967
- 19. “First we shapeour tools, thereafter they shape us” — Marshall McLuhan, 1967 Before Autotone
- 20. “First we shapeour tools, thereafter they shape us” — Marshall McLuhan, 1967 After Autotone
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- 23. StyleTransfer with NeuralNetworks
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- 25. StyleTransfer across Mediatypes 3D Style-Transfer Music Style-Transfer Text Style-Transfer Image Style-Transfer
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- 27. Generating Stories fromImages
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- 29. DeepWarp: Photorealistic ImageResynthesis for Gaze Manipulation Yaroslav Ganin et.al. 2016 “From Gaze Detection to Gaze correction”
- 30. FaceSwap (“We arethe World” Karaoke)
- 31. Generative Games (NoMan’s Sky)
- 32. Generative Fashion (byNervous Systems)
- 33. Generative Design (byAutodesk)
- 34. Generative Car Design(Autodesk Hack-Rod)
- 35. Generative Architecture (byMichel Hansmeyer)
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- 45. Creative AI >Design / Creativity ? Design as Search
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- 49. Creative AI >Design / Creativity ? Design as Recommending “Actions”
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- 52. Robin Sloan, Writingwith the machine
- 53. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha &Douglas Eck - A neural representation of sketch drawings
- 54. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha &Douglas Eck - A neural representation of sketch drawings
- 55. https://research.googleblog.com/2017/04/teaching-machines-to-draw.html David Ha &Douglas Eck - A neural representation of sketch drawings
- 56. 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
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- 59. Douglas Eck andJurgen Schmidhuber (2002) Learning The Long-Term Structure of the Blues? Early LSTM music composition (2002)
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- 61. Creative AI? proper design (system) properdesign (designer)
- 62. Creative AI? GENERATE FILTER Computer/System CURATETEST Human/Designer
- 63. Wanna be Doing DeepLearning?
- 64. python has awide range of deep learning-related libraries available Low level High level and of course: Deep Learning with Python
- 65. Wanna be Doing someReading?
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