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Creativity and AI: 
Deep Neural Nets "Going Wild"

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Talk at PyData Amsterdam 2017 (8 April)

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  • DOWNLOAD FULL. BOOKS INTO AVAILABLE FORMAT, ......................................................................................................................... ......................................................................................................................... 1.DOWNLOAD FULL. PDF EBOOK here { https://tinyurl.com/y8nn3gmc } ......................................................................................................................... 1.DOWNLOAD FULL. EPUB Ebook here { https://tinyurl.com/y8nn3gmc } ......................................................................................................................... 1.DOWNLOAD FULL. doc Ebook here { https://tinyurl.com/y8nn3gmc } ......................................................................................................................... 1.DOWNLOAD FULL. PDF EBOOK here { https://tinyurl.com/y8nn3gmc } ......................................................................................................................... 1.DOWNLOAD FULL. EPUB Ebook here { https://tinyurl.com/y8nn3gmc } ......................................................................................................................... 1.DOWNLOAD FULL. doc Ebook here { https://tinyurl.com/y8nn3gmc } ......................................................................................................................... ......................................................................................................................... ......................................................................................................................... .............. Browse by Genre Available eBooks ......................................................................................................................... Art, Biography, Business, Chick Lit, Children's, Christian, Classics, Comics, Contemporary, Cookbooks, Crime, Ebooks, Fantasy, Fiction, Graphic Novels, Historical Fiction, History, Horror, Humor And Comedy, Manga, Memoir, Music, Mystery, Non Fiction, Paranormal, Philosophy, Poetry, Psychology, Religion, Romance, Science, Science Fiction, Self Help, Suspense, Spirituality, Sports, Thriller, Travel, Young Adult,
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  • Hey guys! Who wants to chat with me? More photos with me here 👉 http://www.bit.ly/katekoxx
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  • Hi Pieters, thank you for this great talk, i've searched for the "image to image pathfinding" video , do you have any references to share about it ? Best to you
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Creativity and AI: 
Deep Neural Nets "Going Wild"

  1. 1. Creativity and AI 
 with 
 Deep Neural Nets "Going Wild" Roelof Pieters roelof@creative.ai
  2. 2. What is Deep Learning?
  3. 3. python has a wide range of deep learning-related libraries available Low level High level and of course: Deep Learning with Python
  4. 4. haz knowledge Transferable
  5. 5. Creative AI ?
  6. 6. Creative AI projects? http://www.creativeai.net/ #Crea&veAI
  7. 7. Code & Papers? http://gitxiv.com/ #GitXiv
  8. 8. http://ethicalmachines.com/
  9. 9. Creativity…
  10. 10. https://medium.com/@creativeai/creativeai-9d4b2346faf3
  11. 11. Python Code
  12. 12. Finding “Order” in the “Chaos” (Mapping)
  13. 13. (Pathfinding) Vector Walking
  14. 14. (Multimodal linguistic regularities)
  15. 15. A person that is standing on a 
 beach by the ocean . People out on the beach next to the ocean . A cement beach on a sandy beach near the water
  16. 16. Image to Image Pathfinding ??
  17. 17. Nearest Images
  18. 18. Image Path
  19. 19. Generating “stuff” (IMAGINATION)
  20. 20. Img > Vec > Text (1-way street)
  21. 21. Img > Vec >> <<Vec Txt (2-way dead-end)
  22. 22. Decoder!
  23. 23. https://vimeo.com/146492001 Kyle McDonald, NeuralTalk and Walk
  24. 24. STYLE
 TRANSFER (MORPHING
 / REMIXING)
  25. 25. https://github.com/alexjc/neural-doodle
  26. 26. Gene Kogan, Why is a Raven Like a Writing Desk? https://vimeo.com/139123754
  27. 27. STYLE TRANSFER FOR TEXT
  28. 28. http://wip.dev:8888/notebooks/vse-DEMO2.ipynb Live Demo Why not live dangerously ?
  29. 29. "No anchor was on the beach , so I turned my face back to the ocean . For a moment , I imagined what it would be like to fall in love with him . For the first time in the past twenty-four hours , the sun had risen up and out of the ocean . She had no idea who she really wanted to be , but she was n't the most beautiful person on the island . She shook her head and brushed her hair out of his face , leaving Jax and his friends . Like the ocean , there was something far beyond the ability to make me fall asleep ."
  30. 30. "We were barely able to breathe the beach at the beach , and for the first time in the past few months . When I walked into the ocean , I felt as if she had just stepped out of my line of sight . There was no way I would ever be able to talk to Nate , but he was still alive , so that 's the most beautiful thing on the beach . I had no intention of letting my friends go . The sun warmed up , leaving the sandy beach beside the ocean . She had no clue what they might want to do with him , and I fell into the beach more often than life .”
  31. 31. "We were barely a beach on the beach , and for the first time in the past few months . When I stepped out of the ocean , I felt the urge to close my eyes and breathe deeply . God , she was beautiful . She had no idea what to do with him , so that it would be the end of the day . I could n't help but notice that the sandy beach beside the beach had turned out to be sand , and the ocean breeze was cutting off my skin . Like I m here , I trusted him after the endless beach ."
  32. 32. AUDIO GENERATION: MIDI ▸ https://soundcloud.com/graphific/pyotr-lstm- tchaikovsky A Recurrent Latent Variable Model for Sequential Data, 2016, 
 J. Chung, K. Kastner, L. Dinh, K. Goel, A. Courville, Y. Bengio + “modded VRNN:
  33. 33. AUDIO GENERATION: MIDI ▸ https://soundcloud.com/graphific/neural-remix-net A Recurrent Latent Variable Model for Sequential Data, 2016, 
 J. Chung, K. Kastner, L. Dinh, K. Goel, A. Courville, Y. Bengio + “modded VRNN:
  34. 34. HALLUCINATING NEURAL NETS (“WILD” IMAGINATION)
  35. 35. HALLUCINATE {*X*} https://www.youtube.com/watch?v=oyxSerkkP4o
  36. 36. https://www.youtube.com/watch?v=NYVg-V8-7q0
  37. 37. Questions? (Embraces, and love letters are also appreciated…) @graphific roelof@creative.ai
  38. 38. We are hiring! @graphific roelof@creative.ai http://join.creative.ai/

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