AI assisted creativity

•

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Roelof Pieters

talk at pydata Berlin

Technology

AI assisted creativity @graphiﬁc
Roelof Pieters
Berlin ‘17roelof@creative.ai

John McCarthy (1970) Douglas Engelbart (1968)
AI as in “Augmentation”

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”

“Computers are useless.
They can only give you
answers”
— Pablo Picasso,1964

(https://twitter.com/teropa/status/865857515350888448)

Early Creative AI
Shannon, C. E. (1951) “Prediction and Entropy of Printed
English” In Bell System Technical Journal 30 (1): 50–64

Early Creative AI
Z22, built 1956;  
now at ZKM in Karlsruhe.
Theo Lutz: "Stochastische Texte", in: augenblick 4 (1959), H. 1, S. 3-9

https://medium.com/@creativeai/creativeai-9d4b2346faf3

“First we shape our
tools, thereafter they
shape us”
— Marshall McLuhan, 1967

“First we shape our
tools, thereafter they
shape us”
— Marshall McLuhan, 1967
Before Autotone

“First we shape our
tools, thereafter they
shape us”
— Marshall McLuhan, 1967
After Autotone

StyleTransfer across Media types
3D Style-Transfer
Music Style-Transfer Text Style-Transfer
Image Style-Transfer

DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation
Yaroslav Ganin et.al. 2016
“From Gaze Detection to Gaze correction”

Generative Car Design (Autodesk Hack-Rod)

Generative Architecture (by Michel Hansmeyer)

HALLUCINATE {*X*}
https://www.youtube.com/watch?v=oyxSerkkP4o

https://www.youtube.com/watch?v=NYVg-V8-7q0

Creative AI > Design /
Creativity ?
Design as Search

https://www.slideshare.net/roelofp/creativity-and-ai-deep-neural-nets-going-wild

Creative AI > Design /
Creativity ?
Design as  
Recommending  
“Actions”

http://www.creativeai.net/posts/qPpnatfMqwMKXPEw7/chor-rnn-generative-choreography-using-deep-learning

https://research.googleblog.com/2017/04/teaching-machines-to-draw.html
David Ha & Douglas Eck - A neural representation of sketch drawings

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

https://research.googleblog.com/2017/04/teaching-machines-to-draw.html

https://aiexperiments.withgoogle.com/sketch-rnn-demo

Douglas Eck and Jurgen Schmidhuber (2002) Learning The Long-Term Structure of the Blues?
Early LSTM music composition (2002)

Creative AI?
proper design 
(system)
proper design 
(designer)

Creative AI?
GENERATE FILTER
Computer/System
CURATE TEST
Human/Designer

python has a wide range of deep
learning-related libraries available
Low level
High level
and of course:
Deep Learning with Python

Creative AI projects?
http://www.creativeai.net/ #Crea&veAI

Code & Papers?
http://gitxiv.com/ #GitXiv

We are hiring!
@graphiﬁc roelof@creative.ai
http://join.creative.ai/

We are looking for designers to interview!
@graphiﬁc roelof@creative.ai

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