Gears: Hipster as a Service

•

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Use an easily accessible API to harness the power of AI to manipulate pictures. Embrace cloud components and get hipsterified in seconds.

Technologie

Jonathan De Moor Stéphane Poppe Thibaut Vandenbussche
@jonathanDeMoor @stephane_poppe @tegenterter
In The Pocket Showpad Showpad

• Access the same infrastructure Google uses
• Private global ﬁber network
• Access to innovative resources
• Industry leading security
• Friendly pricing
Google Cloud Platform

• Vision API
• Video Intelligence
• Speech-to-Text
• Text-to-Speech
• Translation API

• Uniﬁed object storage
• Extremely price competitive
• Multiple storage classes
based on storage needs
• Data encrypted in transit
and at rest

Usage
• Storing and streaming multimedia
• Storage for custom data analytics pipelines
• Archive, backup, and disaster recovery

“Spotify uses Google Cloud Storage for storing and serving music.
Using Regional storage allowed us to run audio transcoding in
Google Compute Engine close to production storage. Google also
offers great networking with open and explicit peering setup, as
well as interconnect partnerships with all of our CDN providers.”
Jyrki Pulliainen, Software engineer, Spotify

• Event-driven
• Simplest way to run code in the cloud
• Written in JS and execute in Node.js
• Pay only while your code runs

What can you build?
• Serverless application backends
• Real-time data processing
• Intelligent applications

Face
Labels
Cloud functions
Cloud functionsPub/Sub
Save
1
2
3 4

• NoSQL
• Fast, highly scalable and ﬂexibility
• No provisioning, true NoOps
• Scale from 0 to terabytes of data
• Cost efﬁcient

• REST API
• Feature detection
• OCR
• Pre-trained models (No ML skill required)
• Pay as you go model
Cloud Vision API
Image content analysis powered by machine learning

“We implemented Google Cloud Vision to extract
caption data from our GIFs. The accuracy rate was so
impressive that we immediately implemented the
results into our search engine. Now, users can naturally
ﬁnd GIFs based on popular movie lines, music lyrics
and catchphrases.”
Nick Hasty, Director of Engineering, GIPHY

• Train custom machine learning models
• Simple interface
• Google Vision API integration
Cloud AutoML

Cat 99%
Pink 96%
Face 96%
Bird 97%
Penguin 94%
Mammal 93%
Turtle 90%
Vertebrate 90%
Cartoon 88%
👎
👎
👎

1.Upload your images
2.Human labeling
3.Train your model
4.Evaluate
5.Serve
How do we ﬁx it?
Pokémon

Pokémon 98%
Jigglypuff 96%
Pokémon 98%
Snorlax 97%
Pokémon 99%
Squirtle 98%
👌
👌
👌

Recap
• Very easy to use
• More time for development, less DevOps
• Innovate faster
• The future is bright

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Gears: Hipster as a Service

1. HaaS Hipster as a Service

2. Jonathan De Moor Stéphane Poppe Thibaut Vandenbussche @jonathanDeMoor @stephane_poppe @tegenterter In The Pocket Showpad Showpad

3. [DEV] [HIPSTER]

5. itp.mobi/haas

7. • Access the same infrastructure Google uses • Private global ﬁber network • Access to innovative resources • Industry leading security • Friendly pricing Google Cloud Platform

8. Datacenters Worldwide

9. Global fiber network

10. • Vision API • Video Intelligence • Speech-to-Text • Text-to-Speech • Translation API

11.

12.

13. • Uniﬁed object storage • Extremely price competitive • Multiple storage classes based on storage needs • Data encrypted in transit and at rest

14. Usage • Storing and streaming multimedia • Storage for custom data analytics pipelines • Archive, backup, and disaster recovery

15. “Spotify uses Google Cloud Storage for storing and serving music. Using Regional storage allowed us to run audio transcoding in Google Compute Engine close to production storage. Google also offers great networking with open and explicit peering setup, as well as interconnect partnerships with all of our CDN providers.” Jyrki Pulliainen, Software engineer, Spotify

16.

17. • Event-driven • Simplest way to run code in the cloud • Written in JS and execute in Node.js • Pay only while your code runs

18. What can you build? • Serverless application backends • Real-time data processing • Intelligent applications

19. Face Labels Cloud functions Cloud functionsPub/Sub Save 1 2 3 4

20.

21.

22. • NoSQL • Fast, highly scalable and ﬂexibility • No provisioning, true NoOps • Scale from 0 to terabytes of data • Cost efﬁcient

23.

24.

25. • REST API • Feature detection • OCR • Pre-trained models (No ML skill required) • Pay as you go model Cloud Vision API Image content analysis powered by machine learning

26. • Label detection • Logo detection • Landmark detection • Optical character recognition • Face detection • Image attributes • Web detection

27. 1 2 3

28.

29. “We implemented Google Cloud Vision to extract caption data from our GIFs. The accuracy rate was so impressive that we immediately implemented the results into our search engine. Now, users can naturally ﬁnd GIFs based on popular movie lines, music lyrics and catchphrases.” Nick Hasty, Director of Engineering, GIPHY

30. Cloud AutoML ALPHA

31. • Train custom machine learning models • Simple interface • Google Vision API integration Cloud AutoML

32. iPhone XI

33. Cat 99% Pink 96% Face 96% Bird 97% Penguin 94% Mammal 93% Turtle 90% Vertebrate 90% Cartoon 88% 👎 👎 👎

34. 1.Upload your images 2.Human labeling 3.Train your model 4.Evaluate 5.Serve How do we ﬁx it? Pokémon

35. Pokémon 98% Jigglypuff 96% Pokémon 98% Snorlax 97% Pokémon 99% Squirtle 98% 👌 👌 👌

36.

37. Recap • Very easy to use • More time for development, less DevOps • Innovate faster • The future is bright

38. Thank you Any questions? 🤖

Gears: Hipster as a Service

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