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
100

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
110
Tensorflowjs 💝 AI
Avatar for Yas yashints
0
55
JavaScript & AI, V2
Avatar for Yas yashints
0
130
Micro frontend and web components
Avatar for Yas yashints
1
130
WebAssembly's post MVP future
Avatar for Yas yashints
0
76
docker for web developers
Avatar for Yas yashints
0
410

Other Decks in Programming

See All in Programming
ポスターセッション: 「まっすぐ行って、右！」って言ってラズパイカーを動かしたい 〜生成AI × Raspberry Pi Pico × Gradioの試作メモ〜
Avatar for komo_fr komofr
0
1.1k
Goで実践するドメイン駆動開発 AIと歩み始めた新規プロダクト開発の現在地
Avatar for imkaoru imkaoru
4
770
Cursorハンズオン実践！
Avatar for Ikko Eltociear Ashimine eltociear
1
190
Flutterで分数(Fraction)を表示する方法
Avatar for kouki.miura koukimiura
0
100
大規模アプリのDIフレームワーク刷新戦略 ～過去最大規模の並行開発を止めずにアプリ全体に導入するまで～
Avatar for GO Inc. dev mot_techtalk
0
410
CSC509 Lecture 04
Avatar for Javier Gonzalez-Sanchez javiergs
PRO
0
300
2分台で1500examples完走！爆速CIを支える環境構築術 - Kaigi on Rails 2025
Avatar for Hayato OKUMOTO falcon8823
3
3.4k
monorepo の Go テストをはやくした〜い！~最小の依存解決への道のり~ / faster-testing-of-monorepos
Avatar for convto convto
2
440
Le côté obscur des IA génératives
Avatar for Pascal Le Merrer pascallemerrer
0
130
XP, Testing and ninja testing ZOZ5
Avatar for seki at druby.org m_seki
3
400
「ちょっと古いから」って避けてた技術書、今だからこそ読もう
Avatar for もっち mottyzzz
8
5.4k
GraphQL×Railsアプリのデータベース負荷分散 - 月間3,000万人利用サービスを無停止で
Avatar for Koya Masuda koxya
1
1.2k

Featured

See All Featured
Building Applications with DynamoDB
Avatar for Matt Wood mza
96
6.6k
Become a Pro
Avatar for Speaker Deck speakerdeck
PRO
29
5.5k
How to Ace a Technical Interview
Avatar for Jacob Kaplan-Moss jacobian
280
24k
Java REST API Framework Comparison - PWX 2021
Avatar for Matt Raible mraible
33
8.8k
Making Projects Easy
Avatar for Brett Harned brettharned
119
6.4k
The World Runs on Bad Software
Avatar for Brandon Keepers bkeepers
PRO
71
11k
Thoughts on Productivity
Avatar for Jon Yablonski jonyablonski
70
4.9k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
32
2.2k
Large-scale JavaScript Application Architecture
Avatar for Addy Osmani addyosmani
514
110k
Practical Tips for Bootstrapping Information Extraction Pipelines
Avatar for Matthew Honnibal honnibal
PRO
23
1.5k
GitHub's CSS Performance
Avatar for Jon Rohan jonrohan
1032
460k
Fight the Zombie Pattern Library - RWD Summit 2016
Avatar for Marcelo Somers marcelosomers
234
17k

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