~/talk

Learning AI with Van Gogh, Botero and Cruz‑Diez

TalkinSpanishat ScaleConf Colombia 2018 · 2018-04-27..04-28· [machine-learning, creative-coding]
slides:none on file

Shows how neural networks can be applied to visual art by using the paper "A Neural Algorithm of Artistic Style" as a practical starting point; covers implementing style transfer to combine the content of one image with the style of artists like Van Gogh, Botero and Cruz-Diez and explains the approach to training and using those models for artistic effects.

AI-written summary · about

  1. 0:00Welcome
  2. 1:58Title and speaker
  3. 4:49Art in AI
  4. 7:15High-level ML
  5. 8:22Convolutional networks
  6. 18:442015 artistic paper
  7. 21:16Content vs style
  8. 23:26Layer technical explanation
  9. 28:30Live demo fail
  10. 29:46Cruz-Diez results
  11. 31:13Botero results
  12. 32:39Tools and frameworks
  13. 33:22Related research
  14. 34:52Fun applications
  15. 35:15AI art limits
  16. 36:41Closing and resources
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