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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Build a 360° Immersive Media Video
Solution on AWS
N o v e m b e r 2 7 , 2 0 1 7
M A E 4 0 5
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Workshop Agenda – 2.5 Hours
• Immersive Landscape
• Capture and Distribution
• Lab 1 – Live Streaming Service
• Lab 2 – VOD Recording
• Lab 3 – Caching and CDN
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Where Are Immersive Experiences?
•News
•Film
•Music and Sports
•Social Media
•Tourism
•Advertising
•Architecture
•Real Estate
•Education
•Healthcare
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
VR Industry Landscape
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Immersive ExperiencesAccessibility
Immersion
360° Video
Augmented Reality
Virtual Reality
Immersive Video
• An emerging medium
• The first “VR” experience for
many audiences
• A stepping stone to mass VR
• Easy to produce, challenging
to distribute and monetize
Flat Video
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Immersive Capture and
Distribution
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Stages of Streaming
Process
Transcode
Transform
Package
DRM
Capture
Film
Encode
Stitch
Edit
Deliver
Originate
Cache
Authenticate
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Omnidirectional Capture
• Number of sensors
• Mono (2D) and/or Stereo (3D)
• Resolution/FPS/Field-of-Vision
• Stitching/Encoding/Streaming
• Image Stabilization
• Audio Capture Capabilities
• Battery Life/Drain
• Onboard Storage
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Got Depth?
Monoscopic (2D)
• Single recording per FoV
• Most common
• Cost-effective
Stereoscopic (3D)
• Two recordings per FoV
• Gives sense of depth
• Often lower resolution
• More expensive “The early bird catches the worm” – 1900 E.R.
McCollister
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Equirectangular Projection
deformation
wasted bits
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Equirectangular Projection
deformation
wasted bits
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
360˚Stitching & Transformation
Equirectangular
Widely used and supported
Easy to process
Low pixel density where it counts
Cubemap, Pyramid, Barrel
Smaller file sizes
Streaming Optimizations
Higher Resolution = HMD viewing
Poor ecosystem support
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What about audio?
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Contribution Considerations
• Bandwidth constraints?
• Managed or unmanaged
network?
• Packet loss? Alternate
paths?
• Latency a consideration?
• Cost?
• Codec support?
ProcessCapture
Protocol Ecosys Latency Commercials
RTMP (TCP) High Med “Free”
HLS (TCP) Med High “Free”
RTP (UDP + FEC) Low Low Open
Contribution
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Adaptive Bitrate Streaming
4K
SD
manifest
10s 10s 10s 10s 10s
HD
client
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Live Media Processing on AWS
• Web/App Server
• Reverse Proxy
• NGINX-RTMP
• Swiss-army encoder
• Live / VOD
• Transmux / re-package
FFmpeg
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Delivery
• High resolution = high bandwidth
• View-dependent adaptive streaming
can help
• Strongly consider your own cache tier
• Always use a CDN
• Always use HTTP protocols (HLS/DASH) Deliver
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Client – Mozilla A-Frame and hls.js
…
<a-scene>
<a-assets timeout="10000">
<video id="video" src="autoplay loop"></video>
</a-assets>
<a-videosphere src="#video"></a-videosphere>
</a-scene>
…
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Stages of Streaming
Process
Transcode
Transform
Package
DRM
Capture
Film
Encode
Stitch
Edit
Deliver
Originate
Cache
Authenticate
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Hands-On Lab
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What Are We Building?
360˚Monocular Live Streaming Service with
Sphere Projection Client
amzn.to/immersive
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 0 – Launch Architecture
amzn.to/immersive
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Demo While We Wait
amzn.to/immersive
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 1 – Live Streaming Service
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 2 – Video-on-Demand
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 3 – Reliability and Load Testing
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Full Architecture
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Cleanup Steps
1. Delete objects in S3 Buckets
2. Delete stack in CloudFormation
Please fill out your survey!
… and pick up stickers in the back
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Key Takeaways – Immersive Video
• Stepping stone on the road to mass virtual reality adoption
• Unique experience that has wide-ranging application, not just
within the entertainment industry
• Challenges in capture, projection, and distribution domains
• Combines well-known technologies in a new way
• La Carte Projection Map c.100AD
• Stereoscopic Image c.1838
• Ambisonic Audio c.1970
• Video Streaming

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MAE405_Build a 360° Immersive Media Video Solution on AWS

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Build a 360° Immersive Media Video Solution on AWS N o v e m b e r 2 7 , 2 0 1 7 M A E 4 0 5
  • 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Workshop Agenda – 2.5 Hours • Immersive Landscape • Capture and Distribution • Lab 1 – Live Streaming Service • Lab 2 – VOD Recording • Lab 3 – Caching and CDN
  • 3. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Where Are Immersive Experiences? •News •Film •Music and Sports •Social Media •Tourism •Advertising •Architecture •Real Estate •Education •Healthcare
  • 4. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. VR Industry Landscape
  • 5. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Immersive ExperiencesAccessibility Immersion 360° Video Augmented Reality Virtual Reality Immersive Video • An emerging medium • The first “VR” experience for many audiences • A stepping stone to mass VR • Easy to produce, challenging to distribute and monetize Flat Video
  • 6. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Immersive Capture and Distribution
  • 7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Stages of Streaming Process Transcode Transform Package DRM Capture Film Encode Stitch Edit Deliver Originate Cache Authenticate
  • 8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Omnidirectional Capture • Number of sensors • Mono (2D) and/or Stereo (3D) • Resolution/FPS/Field-of-Vision • Stitching/Encoding/Streaming • Image Stabilization • Audio Capture Capabilities • Battery Life/Drain • Onboard Storage
  • 9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Got Depth? Monoscopic (2D) • Single recording per FoV • Most common • Cost-effective Stereoscopic (3D) • Two recordings per FoV • Gives sense of depth • Often lower resolution • More expensive “The early bird catches the worm” – 1900 E.R. McCollister
  • 10. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Equirectangular Projection deformation wasted bits
  • 11. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Equirectangular Projection deformation wasted bits
  • 12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 360˚Stitching & Transformation Equirectangular Widely used and supported Easy to process Low pixel density where it counts Cubemap, Pyramid, Barrel Smaller file sizes Streaming Optimizations Higher Resolution = HMD viewing Poor ecosystem support
  • 13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What about audio?
  • 14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Contribution Considerations • Bandwidth constraints? • Managed or unmanaged network? • Packet loss? Alternate paths? • Latency a consideration? • Cost? • Codec support? ProcessCapture Protocol Ecosys Latency Commercials RTMP (TCP) High Med “Free” HLS (TCP) Med High “Free” RTP (UDP + FEC) Low Low Open Contribution
  • 15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Adaptive Bitrate Streaming 4K SD manifest 10s 10s 10s 10s 10s HD client
  • 16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Live Media Processing on AWS • Web/App Server • Reverse Proxy • NGINX-RTMP • Swiss-army encoder • Live / VOD • Transmux / re-package FFmpeg
  • 17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Delivery • High resolution = high bandwidth • View-dependent adaptive streaming can help • Strongly consider your own cache tier • Always use a CDN • Always use HTTP protocols (HLS/DASH) Deliver
  • 18. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Client – Mozilla A-Frame and hls.js … <a-scene> <a-assets timeout="10000"> <video id="video" src="autoplay loop"></video> </a-assets> <a-videosphere src="#video"></a-videosphere> </a-scene> …
  • 19. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Stages of Streaming Process Transcode Transform Package DRM Capture Film Encode Stitch Edit Deliver Originate Cache Authenticate
  • 20. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Hands-On Lab
  • 21. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What Are We Building? 360˚Monocular Live Streaming Service with Sphere Projection Client amzn.to/immersive
  • 22. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 0 – Launch Architecture amzn.to/immersive
  • 23. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Demo While We Wait amzn.to/immersive
  • 24. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 1 – Live Streaming Service
  • 25. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 2 – Video-on-Demand
  • 26. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 3 – Reliability and Load Testing
  • 27. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Full Architecture
  • 28. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Cleanup Steps 1. Delete objects in S3 Buckets 2. Delete stack in CloudFormation Please fill out your survey! … and pick up stickers in the back
  • 29. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Key Takeaways – Immersive Video • Stepping stone on the road to mass virtual reality adoption • Unique experience that has wide-ranging application, not just within the entertainment industry • Challenges in capture, projection, and distribution domains • Combines well-known technologies in a new way • La Carte Projection Map c.100AD • Stereoscopic Image c.1838 • Ambisonic Audio c.1970 • Video Streaming