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Automatic Smile Camera

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Avatar for Yosuke Furukawa Yosuke Furukawa PRO
September 11, 2016
Programming
220
1

Automatic Smile Camera

NodeSchool in G's Academy で発表した自動笑顔認識カメラの話です。

Avatar for Yosuke Furukawa

Yosuke Furukawa PRO

September 11, 2016

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Transcript

  1. Automatic Smile Camera @yosuke_furukawa

  2. Twitter: @yosuke_furukawa Github: yosuke-furukawa

  3. Recruit Technologies, inc.

  4. What’s Node??

  5. Server side JavaScript???

  6. Frontend Tools???

  7. IoT Platform???

  8. All your answers are correct.

  9. Node.js is JavaScript environment

  10. Today: IoT Platform

  11. Automatic Smile Camera @yosuke_furukawa

  12. child_process.spawn proc.name = 'haruka';

  13. left photo: me right photo: daughter

  14. left === right

  15. Do you think I will talk about tech? I will

    be just talking about my baby m9(^Д^)ŲƅŝƄŒŖ
  16. None

  17. recently, my baby smiles sometimes.

  18. None

  19. I don’t want to miss my baby smiles

  20. ya, IoT !!!!

  21. Intel Edison with webcam

  22. Intel Edison (is sleeping in rtech)

  23. How do I detect smiles??

  24. OpenCV

  25. detect face

  26. detect half moon area under the face area

  27. DEMO

  28. Google Cloud Vision API

  29. OpenCV detects smile => Google Cloud Vision API=> Send to

    Slack :)

  30. OpenCV detects smile => Google Cloud Vision API=> Send to

    Slack :)

  31. But…

  32. Current Problems • Intel edison does not so fast. we

    need more CPU power. • OpenCV cannot detect face if the target tilts the face. • Google Cloud Vision API is not so good at analyzing baby face.

  33. However I have tried this system in 3 days.

  34. None

  35. Yay!! Yay!! Yay!!!

  36. Thank you for seeing my baby pictures.