Upgrade to Pro — share decks privately, control downloads, hide ads and more …

MLKit-munich.pdf

Avatar for Sergii Khomenko Sergii Khomenko
September 08, 2018
0
38

 MLKit-munich.pdf

Avatar for Sergii Khomenko

Sergii Khomenko

September 08, 2018
Tweet

More Decks by Sergii Khomenko

See All by Sergii Khomenko
Handle your Lambdas - From event-based processing to Continuous Integration / Munich AWS User Group - Mar 17, 2016
Avatar for Sergii Khomenko lc0
1
260
From Data Science to Production - deploy, scale, enjoy! / PyData Amsterdam - Mar 12, 2016
Avatar for Sergii Khomenko lc0
1
200
Building Data applications with Go: from Bloom filters to Data pipelines / FOSDEM - Jan 31, 2016
Avatar for Sergii Khomenko lc0
1
200
Building data pipelines: from simple to more advanced - hands-on experience / CrunchConf - Oct 29, 2015
Avatar for Sergii Khomenko lc0
0
100
Scaling up Business Intelligence from the scratch and to 15 countries worldwide / Budapest BI Forum - Oct 15, 2015
Avatar for Sergii Khomenko lc0
0
59
Secure Data Scalability at Stylight with Tableau Online and Amazon Redshift / Tableau Conference on Tour - Berlin - Jun 9, 2015
Avatar for Sergii Khomenko lc0
0
150
Helping Data Teams with Puppet / Puppet Camp London - Apr 13, 2015
Avatar for Sergii Khomenko lc0
0
240
Scaling your Tableau - Migrating from Tableau Online to a proper DWH solution / Munich Tableau User Group - Feb 26, 2015
Avatar for Sergii Khomenko lc0
0
66
Building Ranking Infrastructure: Data-Driven, Lean, Flexible - Sergii Khomenko, STYLIGHT / ApacheCon EU, Budapest 2014
Avatar for Sergii Khomenko lc0
0
61

Featured

See All Featured
brightonSEO & MeasureFest 2025 - Christian Goodrich - Winning strategies for Black Friday CRO & PPC
Avatar for Christian Goodrich cargoodrich
3
97
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
Avatar for Szymon szymonslowik
1
910
Primal Persuasion: How to Engage the Brain for Learning That Lasts
Avatar for Mike Taylor tmiket
0
250
Done Done
Avatar for chrislema chrislema
186
16k
Utilizing Notion as your number one productivity tool
Avatar for Mfonobong Umondia mfonobong
3
220
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
Avatar for Ines Montani inesmontani
PRO
0
200
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
Avatar for Aleyda Solis aleyda
0
1.9k
<Decoding/> the Language of Devs - We Love SEO 2024
Avatar for Nikki Halliwell nikkihalliwell
1
120
B2B Lead Gen: Tactics, Traps & Triumph
Avatar for Sophie Logan marketingsoph
0
53
Gemini Prompt Engineering: Practical Techniques for Tangible AI Outcomes
Avatar for Mfonobong Umondia mfonobong
2
280
Chrome DevTools: State of the Union 2024 - Debugging React & Beyond
Avatar for Addy Osmani addyosmani
10
1.1k
Designing for humans not robots
Avatar for Tammie Lister tammielis
254
26k

Transcript

  1. Making your apps smart with MLKit From recognizing text to

    recognizing landmarks and all the way to deploying custom Tensorflow Lite Models Sergii Khomenko, @lc0d3r
  2. None
  3. None
  4. None
  5. None
  6. None
  7. None
  8. None
  9. None
  10. None
  11. None
  12. None
  13. None

  14. Dependencies

  15. On-device text recognition

  16. On-device text recognition

  17. On-device text recognition

  18. Cloud text recognition

  19. Cloud text recognition

  20. None
  21. None
  22. None
  23. None

  24. Key capabilities • TensorFlow Lite model hosting • On-device ML

    inference • Automatic model fallback • Automatic model updates
  25. None
  26. None
  27. None
  28. None
  29. None
  30. None
  31. None
  32. None
  33. None
  34. None
  35. None
  36. None
  37. None
  38. None
  39. None
  40. None
  41. None
  42. None
  43. None

  44. MLKit + Firebase • Easy model delivery • Let you

    focus on ML, not on mobile dev • “magic” features for free from Google
  45. None

  46. Links • https://codelabs.developers.google.com/codelabs/mlkit- android/index.html?index=..%2F..%2Fio2018#3 • https://firebase.google.com/docs/ml-kit/use-custom- models?authuser=0 • https://arxiv.org/abs/1503.02531