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。

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
17. recently, my baby smiles sometimes.
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.
35. Yay!! Yay!! Yay!!!
36. Thank you for seeing my baby pictures.