Rethinking Design Tools in the Age of Machine Learning

Patrick Hebron
Apr 26, 2017 · 20 min read
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Design Tools + Machine Learning

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Martin Thoma. “10 iterations of applying DeepDream.” 2015.
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Emergent Feature Sets

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http://karpathy.github.io/2015/05/21/rnn-effectiveness

Design through Exploration

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Design by Description

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Johnson, Justin. “neural-style.” GitHub. 2015. Web. <https://github.com/jcjohnson/neural-style>.
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Champandard, Alex. “neural-doodle.” GitHub. 2016. Web. <https://github.com/alexjc/neural-doodle>.
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Process Organization and Conversational Interfaces

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Goyal, Yash, Tejas Khot, et al. “Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering.” 2 Dec. 2016. Web. <https://arxiv.org/pdf/1612.00837.pdf>.
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Work in Progress

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Conclusion

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Artists + Machine Intelligence

This publication showcases collaborations with artists…

Patrick Hebron

Written by

Machine Learning, Design Tools and Programming Languages of the Future, Graphics, UI, UX, HCI and Computing Culture. NYU ITP adjunct. O’Reilly Design author.

Artists + Machine Intelligence

This publication showcases collaborations with artists, engineers, and researchers as part of Google’s Artists + Machine Intelligence program.

Patrick Hebron

Written by

Machine Learning, Design Tools and Programming Languages of the Future, Graphics, UI, UX, HCI and Computing Culture. NYU ITP adjunct. O’Reilly Design author.

Artists + Machine Intelligence

This publication showcases collaborations with artists, engineers, and researchers as part of Google’s Artists + Machine Intelligence program.

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