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

Machine learning & JavaScript, no you're not dr...

Avatar for Yas Yas
August 03, 2019
Programming
1
120

Machine learning & JavaScript, no you're not dreaming

Avatar for Yas

Yas

August 03, 2019
Tweet

More Decks by Yas

See All by Yas
Web performance - Browser APIs
Avatar for Yas yashints
0
140
How cheap serverless realli is?
Avatar for Yas yashints
0
120
Tensorflowjs 💝 AI
Avatar for Yas yashints
0
66
JavaScript & AI, V2
Avatar for Yas yashints
0
140
Micro frontend and web components
Avatar for Yas yashints
1
130
WebAssembly's post MVP future
Avatar for Yas yashints
0
83
docker for web developers
Avatar for Yas yashints
0
440

Other Decks in Programming

See All in Programming
コードレビューをしない選択 #でぃーぷらすトウキョウ
Avatar for Takuma Kajikawa kajitack
3
1.1k
AI 開発合宿を通して得た学び
Avatar for ニフティ株式会社 niftycorp
PRO
0
160
仕様漏れ実装漏れをなくすトレーサビリティAI基盤のご紹介
Avatar for Kuniwak orgachem
PRO
7
2.9k
コーディングルールの鮮度を保ちたい / keep-fresh-go-internal-conventions
Avatar for NAGATA Hiroaki handlename
0
230
S3ストレージクラスの「見える」「ある」「使える」は全部違う ─ 体験から見た、仕様の深淵を覗く
Avatar for ya_ma23 ya_ma23
0
880
Goの型安全性で実現する複数プロダクトの権限管理
Avatar for ishikawa-pro ishikawa_pro
2
900
go directiveを最新にしすぎないで欲しい話──あるいは、Go 1.26からgo mod initで作られるgo directiveの値が変わる話 / Go 1.26 リリースパーティ
Avatar for Arthur arthur1
2
580
それはエンジニアリングの糧である：AI開発のためにAIのOSSを開発する現場より / It serves as fuel for engineering: insights from the field of developing open-source AI for AI development.
Avatar for nrs nrslib
1
450
安いハードウェアでVulkan
Avatar for Fadis fadis
0
720
AHC061解説
Avatar for Shun_PI shun_pi
0
410
技術検証結果の整理と解析をAIに任せよう！
Avatar for Keisuke Ikeda keisukeikeda
0
130
Takumiから考えるSecurity_Maturity_Model.pdf
Avatar for gessy0129 gessy0129
1
150

Featured

See All Featured
Building the Perfect Custom Keyboard
Avatar for Naoto Takai takai
2
720
16th Malabo Montpellier Forum Presentation
Avatar for AKADEMIYA2063 akademiya2063
PRO
0
76
Are puppies a ranking factor?
Avatar for Jono Alderson jonoalderson
1
3.1k
Deep Space Network (abreviated)
Avatar for Tony Rice tonyrice
0
94
SEOcharity - Dark patterns in SEO and UX: How to avoid them and build a more ethical web
Avatar for Sara Fernández Carmona sarafernandez
0
150
KATA
Avatar for Megan Lloyd mclloyd
PRO
35
15k
Into the Great Unknown - MozCon
Avatar for Noah Learner thekraken
40
2.3k
The Psychology of Web Performance [Beyond Tellerrand 2023]
Avatar for Tammy Everts tammyeverts
49
3.3k
Agile that works and the tools we love
Avatar for Rasmus Luckow-Nielsen rasmusluckow
331
21k
Context Engineering - Making Every Token Count
Avatar for Addy Osmani addyosmani
9
770
We Are The Robots
Avatar for Honza Javorek honzajavorek
0
200
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
Avatar for Dan Newman danielanewman
231
22k

Transcript

  1. ML & JS No you’re not dreaming

  2. ML & JS No you’re not dreaming

  3. @yashints

  4. None

  5. @yashints Or is it? ➔

  6. @yashints

  7. Lead consultant @Readify Meet Yaser @yashints yashints.dev

  8. Why do it in browser? Wide distribution Interactive Sensors Data

    stays on the client

  9. @yashints https://playground.tensorflow.org

  10. @yashints Tensorflow.js

  11. @yashints Allows inference and training entirely in the browser or

    Node.js Released March 2018 GPU-accelerated via WebGL TensorFlow.js

  12. @yashints Empower a diverse group of developers Enable ML peeps

    to port their work to web

  13. @yashints Build your own Run existing models Retrain with transfer

    learning

  14. @yashints TF TPU TF GPU Core API WebGL Layers API

    Model Browser Node.js TF CPU Keras Model Tensorflow Saved models

  15. @yashints Pre-trained models https://github.com/tensorflow/tfjs-models • MobileNet Object detection • PoseNet

    Human pose detection • CocoSSD Object localisation • BodyPix Human segmentation • USE Text classification

  16. @yashints Browser examples

  17. @yashints BodyPix demo

  18. @yashints

  19. @yashints Creatability yas.fyi/2Zl4N2p

  20. @yashints Airbnb

  21. @yashints Speech command

  22. @yashints Node.js & Desktop

  23. @yashints yas.fyi/2GBJF0s Doctor Clinic

  24. @yashints yas.fyi/2LUfBkX Magenta Studio

  25. @yashints Retraining in Node.js

  26. @yashints Retraining in Node.js

  27. @yashints Demo

  28. @yashints “A year spent in artificial intelligence is enough to

    make one believe in God.” “ Alan Perlis

  29. @yashints References https://www.tensorflow.org/js https://github.com/tensorflow/tfjs-examples https://www.freecodecamp.org/news/tensorflowjs-full-course/ https://codelabs.developers.google.com/ https://yashints.dev/blog/2018/11/27/get-started-with-tensorflowjs

  30. Reach out Thanks! @yashints yashints.dev