라즈베리파이 + 웹캠 + OpenCV를 활용해서 얼굴을 인식하고, AWS의 서비스인 S3, Lambda, StepFunctions, Rekognition을 이용해서 나이, 성별, 표정, 감정을 분석하는 시스템을 개발한 이야기를 들려드립니다.

1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
, RGP Korea

2. • AWSKRUG(AWS )
• RGP Korea
• Email: harry@5004.pe.kr
• KEPCO
• Standalone DVR
• Embedded based Network Camera
• - uCount.it

3. •
• Lambda Cloud Watch
• Rekognition Service
• ElasticSearch Kibana
• OpenCV

5. AWSKRUG

6. •
•
•

8. .
1
.
Smile ?
.

11. Amazon
S3
AWS
Lambda
Amazon
RDS

12. 10

14. 10

15. • 10 .
• Lambda Face Analytics Engine RDB VPC
.
RDB . ( : Nat Gateway)
• S3 .
• plot.ly Dataset RDB . ( : API Gateway)

16. 1

17. 1
• AWSKRUG
•

18. Step Functions
10

21. 1
• Step Functions .
• Lambda Function .
• Rekognition Service .
• .

22. 2

23. 2
• Raspberry Pi AWS
. (opencv)
• Step Functions Trigger Lambda CloudWatch
• AWS .
• RDS plot.ly Elastic Search Kibana
.
• AWSKRUG ElasticSearch + Kibana .

26. Motion / Face Detection
Is
Motion?
Has
Face?
Upload
Image
Yes Yes
No No

27. Motion / Face Detection
cv2.absdiff()
cv2.cvtColor() # to gray
diff = cv2.countNonZero()
if (diff > SENSITIVITY):
yield image

28. Amazon
S3
Amazon
CloudWatch
AWS Step
Functions
Amazon
Rekognition
Amazon ES
AWS
CloudTrail
Amazon
SNS

29. • 10 .
• Lambda Face Analytics Engine RDB VPC
.
RDB . ( : Nat Gateway)
• S3 .
• plot.ly Dataset RDB . ( : API Gateway)

30. • 10 .
• Lambda Face Analytics Engine RDB VPC
.
RDB . ( : Nat Gateway)
• S3 .
• plot.ly Dataset RDB . ( : API Gateway)

31. AWS Rekognition Service

32. AWS Rekognition Service
• •

33. AWS Rekognition Service
• •

34. Kibana Review

35. Kibana Dashboard
PPT ;;

37. 1:1 5:0 0:1
•
• 1:1 0:1 Smile Score
.
• 5:0 .
• 1
.
• HAPPY

38. Docker
• Docker
.
• 10 ???
• HAPPY SAD
???

39. Emacs

41. Live Demo

42. Summit
• Smile Score
.
• Live Demo
Smile
.
Smile Score .
• HAPPY SAD .

43. .
( . .)
.

44. !

45. https://www.awssummit.kr
AWS Summit
, .
#AWSSummitKR
.
AWS Korea
.
!