Detecting trypophobia triggers (with deep learning)

From: https://brainhackwarsaw.github.io/#trypophobia
Trigger warning: triggering (visually unsettling images)

Transcript

1. Detecting trypophobia triggers (with deep learning) dr Piotr Migdał
 Artur Puzio, Grzegorz Uriasz
2. PhD in quantum physics theory (2014, ICFO, Barcelona) data scientist (deepsense.ai / consultant)
 machine learning deep learning data-viz (D3.js)
4. http://cs.stanford.edu/people/karpathy/cvpr2015.pdf Object detection
5. https://blog.heuritech.com/2016/02/29/a-brief-report-of-the-heuritech-deep-learning-meetup-5/ Convolutional neural network
6. https://distill.pub/2017/feature-visualization/ What do they see?
7. 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
8. GPU Tech Conference (San Jose, CA)
9. 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
10. CLOSE YOUR EYES!
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15. Trypophobia detector by high-school students https://github.com/cytadela8/trypophobia
16. Trypophobia detector by high-school students https://github.com/cytadela8/trypophobia
17. Tools
18. Or pigeons… http://www.sciencemag.org/news/2015/11/pigeons-spot-cancer-well-human-experts https://www.youtube.com/watch?v=flzGjnJLyS0
19. Thank you! Questions? more on my blog
 http://p.migdal.pl/ @pmigdal