Ce diaporama a bien été signalé.
Nous utilisons votre profil LinkedIn et vos données d’activité pour vous proposer des publicités personnalisées et pertinentes. Vous pouvez changer vos préférences de publicités à tout moment.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS re:INVENT
Amazon Rekognition Video
E a s y -...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Image
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Image
ABC
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Videos
Universal, ubiquitous, and essential
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Video analysis
Necessity
Improve business operat...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Video Analysis
Limitations of traditional soluti...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Video Frame selection Amazon Rekognition Image
C...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Features
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
One solution for all
St...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Blowing a candle Drinking
Amazon Rekognition Vid...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
{
"JobStatus": string,
"StatusMessage": string,
...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Person Tracking
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
"Persons": [
{
"Timestamp": number,
"Person":
{
...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Face Search
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
StartStreamProcessor
CreateStreamProcessor
Amazo...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
"Persons": [
{
"Timestamp": number,
"Person":
{
...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Celebrity Rekognition
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
"Celebrities": [
{
"Id": string,
"Timestamp": nu...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Unsafe Video Detection
...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
"ModerationLabels":[
{
"Timestamp":number,
"Mode...
Amazon Rekognition Video
Media and entertainment
Create metadata for celebrities, emotions,
key topics in video with time ...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Use case : Video Search...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Public safety
Recognize...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Use case : Public Safet...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Use case : Face Search
...
Amazon Rekognition Video
Home Monitoring
Face recognition for door-bell cameras
Detect Activities from home cameras
Amazon Rekognition Video
Other applications
Photo-sharing apps can power smart searches
and quickly find memories, such as...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Public Safety – Video Analysis
D E M O 1
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Smart Home – Live Stream Face
Recognition
D E M ...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Media - Search Index of Video
D E M O 3
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Customers
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Regions
US West (Oregon...
Amazon Rekognition Video
API pricing
Free tier
1000 min of free tier per month for the first year
Video analysis
$0.10/min...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Video
Benefits
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Getting started:
https://aws.amazon.com/rekognit...
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
THANK YOU!
Prochain SlideShare
Chargement dans…5
×

NEW LAUNCH! Amazon Rekognition Video eliminates manual cataloging of video which is expensive, error-prone, and hard to scale - MCL339 - re:Invent 2017

732 vues

Publié le

During this session, we will provide an overview of Amazon Rekognition Video, a deep learning powered video analysis service that tracks people, detects activities, and recognizes objects, celebrities, and inappropriate content. Amazon Rekognition Video can detect and recognize faces in live streams. Rekognition Video also analyzes existing video stored in Amazon S3 and returns specific labels of activities, people and faces, and objects with time stamps so you can easily locate the scene. For people and faces, it also returns the bounding box, which is the specific location of the person or face in the frame. We will also cover different use cases for Amazon Rekognition Video in applications such as security and public safety, and media and entertainment.

  • Soyez le premier à commenter

NEW LAUNCH! Amazon Rekognition Video eliminates manual cataloging of video which is expensive, error-prone, and hard to scale - MCL339 - re:Invent 2017

  1. 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS re:INVENT Amazon Rekognition Video E a s y - t o - u s e d e e p l e a r n i n g - b a s e d v i d e o i n s i g h t R a n j u D a s N o v e m b e r 2 9 , 2 0 1 7 M C L 3 3 9
  2. 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Image
  3. 3. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Image ABC
  4. 4. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Videos Universal, ubiquitous, and essential
  5. 5. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Video analysis Necessity Improve business operations and productivity Improve customer experience and grow loyalty Improve personal and family security Enhance overall business safety and security
  6. 6. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Video Analysis Limitations of traditional solution
  7. 7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Video Frame selection Amazon Rekognition Image Cu rre nt solu tions Image analysis Temporal information lost Motion context lost Limitations
  8. 8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Features
  9. 9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video One solution for all Stored video Amazon S3 Video live stream Amazon Kinesis video stream Media search index Unsafe video detection Investigative analysis Public safety immediate response Home monitoring
  10. 10. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Blowing a candle Drinking Amazon Rekognition Video Object, Scene and Activity Detection
  11. 11. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. { "JobStatus": string, "StatusMessage": string, "VideoMetadata": { "Format": string, "Codec": string, "DurationMillis": number, "FrameRate": float, "FrameWidth": number, "FrameHeight": number }, "NextToken": string, "Labels": [ { "Timestamp": number, "Label": { "Name": string, "Confidence": float } } ], ... GetLabelDetection StartLabelDetection Amazon Rekognition Video Object, Scene and Activity Detection
  12. 12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Person Tracking
  13. 13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. "Persons": [ { "Timestamp": number, "Person": { "Index": number, "BoundingBox": { "Width": number, "Top": number, "Height": number, "Left": number }, "Face": { "BoundingBox": { ... }, "Landmarks": { ... }, "Pose": { ... }, "Quality": { ... }, "Confidence": number } }, ... GetPersonTracking StartPersonTracking Amazon Rekognition Video Person Tracking
  14. 14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Face Search
  15. 15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. StartStreamProcessor CreateStreamProcessor Amazon Rekognition Video Face Search – Live Stream StopStreamProcessor ”InputInformation": { ”KinesisVideo": { "StreamArn": "string" "FragmentNumber": "string", "ServerTimestamp": number, "ProducerTimestamp": number, "Frameoffser": number }, "StreamProcessorInformation":{ "Status": "string" } "FaceSearchResponse":[ { "DetectedFace":{}, "MatchedFaces": [ { "Similarity":float "FaceId":"string", "ExternalImageId":"string", "Confidence":float } ] } ]
  16. 16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. "Persons": [ { "Timestamp": number, "Person": { "Index": number, "BoundingBox": { ... }, "Face": { "BoundingBox": { ... }, "Landmarks": { ... }, "Pose": { ... }, "Quality": { ... }, "Confidence": number } }, "FaceMatches": [ { "Face": { "BoundingBox": { ... }, "FaceId": string, "ImageId": string, "ExternalImageId": string, "Confidence": number }, "Similarity": number ... GetFaceSearch StartFaceSearch Amazon Rekognition Video Face Search
  17. 17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Celebrity Rekognition
  18. 18. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. "Celebrities": [ { "Id": string, "Timestamp": number, "BoundingBox": { ... } "Urls": [], "Celebrity": { "Confidence": number "Name": string, "Face": { "BoundingBox": { ... }, "Landmarks": { ... }, "Pose": { ... }, "Quality": { ... }, "Confidence": number } } }, … GetCelebrityRecognition StartCelebrityRecognition Amazon Rekognition Video Celebrity Recognition
  19. 19. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Unsafe Video Detection Suggestive Content Female Swimwear
  20. 20. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. "ModerationLabels":[ { "Timestamp":number, "ModerationLabel": { "Name":"string", "ParentName": "string", "Confidence":float } }, ... GetContentModeration StartContentModeration Amazon Rekognition Video Unsafe Video Detection
  21. 21. Amazon Rekognition Video Media and entertainment Create metadata for celebrities, emotions, key topics in video with time segments for search Recommendation engines, ad placement Automatically detect inappropriate content, based on market requirements Extract data in streaming mode to enhance user engagement
  22. 22. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Use case : Video Search Index Video Amazon S3 AWS Lambda Amazon Rekognition Video Amazon Elasticsearch Amazon DynamoDB 1. Video is uploaded and stored to S3 2. Rekognition Video creates metadata for celebrities, emotions, key topics in video with time segments for search 4. Lambda also pushes the metadata and confidence scores into Elasticsearch 3. The output is persisted as metadata into DynamoDB to ensure durability D y n a m i c s e a r c h i n d e x i n g
  23. 23. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Public safety Recognize a person of interest across a collection of millions in real time across hundreds of cameras Track a person of interest across a video Create alerts by detecting objects and activities of interest, such as car, license plate, running, etc.
  24. 24. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Use case : Public Safety Immediate Response Live Street Camera Amazon Kinesis Video Streams Amazon Rekognition Video Face collection 1. Camera-captured video streams are processed by Kinesis Video Streams 2. Rekognition Video analyses the video and searches faces on screen against a collection of millions of faces L i v e r e c o g n i t i o n o f P e r s o n s o f I n t e r e s t End User 3. End user is notified in case of face matches Amazon SNS AWS Lambda Amazon Kinesis Streams
  25. 25. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Use case : Face Search Videos Amazon S3 Face collectionAmazon Rekognition Video 1. New videos are stored 2. Rekognition Video searches for face matches to identify Persons of Interest R e c o g n i t i o n a n d t r a c k i n g o f p e r s o n s o f i n t e r e s t 3. Mapped faces with timestamp on video
  26. 26. Amazon Rekognition Video Home Monitoring Face recognition for door-bell cameras Detect Activities from home cameras
  27. 27. Amazon Rekognition Video Other applications Photo-sharing apps can power smart searches and quickly find memories, such as weddings or sunsets Store cameras can begin extracting data such as person count, flow direction, flow velocity, etc. Factories can use cameras for safety management, operational efficiency, etc.
  28. 28. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Public Safety – Video Analysis D E M O 1
  29. 29. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  30. 30. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Smart Home – Live Stream Face Recognition D E M O 2
  31. 31. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  32. 32. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Media - Search Index of Video D E M O 3
  33. 33. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  34. 34. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Customers
  35. 35. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Regions US West (Oregon) (us-west-2) US East (N. Virginia) (us-east-1) EU (Ireland) (eu-west-1)
  36. 36. Amazon Rekognition Video API pricing Free tier 1000 min of free tier per month for the first year Video analysis $0.10/min of video processed for all archive API Stream analysis $0.12/min of video processed for streaming API
  37. 37. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Video Benefits
  38. 38. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Getting started: https://aws.amazon.com/rekognition/getting-started/ Developer Resources: https://aws.amazon.com/rekognition/developers/ AWS AI Blog—Amazon Rekognition: https://aws.amazon.com/blogs/ai/tag/amazon-rekognition/ Ge tting starte d with R e kog nition V ide o
  39. 39. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. THANK YOU!

×