Detecting trypophobia triggers (with deep learning)

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Detecting trypophobia triggers (with deep learning) dr Piotr Migdał  Artur Puzio, Grzegorz Uriasz

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PhD in quantum physics theory (2014, ICFO, Barcelona) data scientist (deepsense.ai / consultant)  machine learning deep learning data-viz (D3.js)

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http://cs.stanford.edu/people/karpathy/cvpr2015.pdf Object detection

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https://blog.heuritech.com/2016/02/29/a-brief-report-of-the-heuritech-deep-learning-meetup-5/ Convolutional neural network

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https://distill.pub/2017/feature-visualization/ What do they see?

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http://arxiv.org/abs/1508.06576 research paper arXiv otwarty kod GitHub online app (e.g. deepart.io) Aug ‘15 Dec ‘15 Nov ‘15 movies Apr ‘16

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GPU Tech Conference (San Jose, CA)

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Trypophobia “Trypophobia is a proposed phobia […] of irregular patterns or clusters of small holes or bumps. […] researchers hypothesize that it is the result of a biological revulsion that associates trypophobic shapes with danger or disease […].“ https://en.wikipedia.org/wiki/Trypophobia

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CLOSE YOUR EYES!

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Trypophobia detector by high-school students https://github.com/cytadela8/trypophobia

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Trypophobia detector by high-school students https://github.com/cytadela8/trypophobia

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Tools

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Or pigeons… http://www.sciencemag.org/news/2015/11/pigeons-spot-cancer-well-human-experts https://www.youtube.com/watch?v=ﬂzGjnJLyS0

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Thank you! Questions? more on my blog  http://p.migdal.pl/ @pmigdal