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라즈베리파이와 서버리스 환경을 통한 얼굴 인식 AI 서비스 구현 - AWS Summit Seoul 2017
- 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
- 15. • 10 .
• Lambda Face Analytics Engine RDB VPC
.
RDB . ( : Nat Gateway)
• S3 .
• plot.ly Dataset RDB . ( : API Gateway)
- 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
- 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)