Save 37% off PRO during our Black Friday Sale! »

Amazon Rekognition Image Analysis Overview

Amazon Rekognition Image Analysis Overview

Learn about the newly announced Amazon Rekognition with a hands-on session by Alex Casalboni. Find out how deep learning is powering Amazon's Image Analysis service and which use cases are supported, with respect to other frameworks and APIs.

36ca8ae7e19067021d0e39c0b72acc2a?s=128

Alex Casalboni

December 22, 2016
Tweet

Transcript

  1. clda.co/rekogni.on 12/22/2016 Amazon  Rekogni.on   Image  Analysis  Overview

  2. About  Me @alex_casalboni clda.co/rekogni.on Bachelor  in  Computer  Science Master  in

     Sound  &  Music  Engineering Web  Developer  (6+  years) Cloud  Evangelist  @  Cloud  Academy
  3. Image  Analysis  Context clda.co/rekogni.on Object  Detec?on Extrac.on  of  labels Tagging

     w/  Confidence Facial  Analysis Face  detec.on Face  comparison Face  search
  4. What  is  NOT  supported  (yet)? clda.co/rekogni.on Op.cal  Character  Recogni.on  (OCR)

    Explicit  content  (nudity,  violence,  etc.) Logo  detec.on  (popular  products) Image  rendering  (landmarks,  boxes,  etc.)
  5. clda.co/rekogni.on

  6. clda.co/rekogni.on

  7. Facial  Analysis clda.co/rekogni.on Face  Detec?on != Face  Recogni?on Image  scan

    Loca.on  &  features Confidence  ~  Detec.on Numerical  representa.on Vectors  comparison Confidence  ~  Similarity
  8. clda.co/rekogni.on

  9. clda.co/rekogni.on

  10. clda.co/rekogni.on

  11. clda.co/rekogni.on

  12. clda.co/rekogni.on

  13. clda.co/rekogni.on 60%  of  the  ?me,  it  works  every  ?me!

  14. clda.co/rekogni.on

  15. clda.co/rekogni.on

  16. clda.co/rekogni.on

  17. clda.co/rekogni.on

  18. Python  Examples clda.co/rekogni.on clda.co/rekogni.on-­‐python

  19. Face  Details clda.co/rekogni.on

  20. Face  Details  -­‐  ALL  AWributes clda.co/rekogni.on

  21. Face  Indexing  and  Collec?ons clda.co/rekogni.on User B Face  Collec.on Search

      by  Face dc090f86-48a4-5f09-905f-44e97fb1d455 bh020ftl-12a3-ho09-1355-21blpfb42acd 011bdsa1-op5j-gf14-bhg2-1p7agds6mca9 ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… ………………..………………..………………..…………… User A Index  new   Images
  22. Face  Representa?on clda.co/rekogni.on

  23. Face  Indexing  and  Collec?ons clda.co/rekogni.on

  24. S3  Events  &  Rekogni?on  Architecture clda.co/rekogni.on User S3 Bucket Lambda

    DynamoDB CloudSearch Rekognition or Upload Trigger Index Put  Item Commit
  25. Authen?ca?on  &  Rekogni?on  Architecture clda.co/rekogni.on User API Gateway Lambda Authorizer

    DynamoDB Rekognition Call Invoke Search Get  Item
  26. Thank  you!                

    12/22/2016 clda.co/rekogni.on Q  &  A