Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
JavaScript & AI, V2
Search
Yas
September 10, 2019
Programming
0
120
JavaScript & AI, V2
Yas
September 10, 2019
Tweet
Share
More Decks by Yas
See All by Yas
Web performance - Browser APIs
yashints
0
130
How cheap serverless realli is?
yashints
0
110
Tensorflowjs 💝 AI
yashints
0
50
Machine learning & JavaScript, no you're not dreaming
yashints
1
93
Micro frontend and web components
yashints
1
130
WebAssembly's post MVP future
yashints
0
73
docker for web developers
yashints
0
400
Other Decks in Programming
See All in Programming
Is Xcode slowly dying out in 2025?
uetyo
1
190
git worktree × Claude Code × MCP ~生成AI時代の並列開発フロー~
hisuzuya
1
470
Haskell でアルゴリズムを抽象化する / 関数型言語で競技プログラミング
naoya
17
4.9k
Composerが「依存解決」のためにどんな工夫をしているか #phpcon
o0h
PRO
1
220
つよそうにふるまい、つよい成果を出すのなら、つよいのかもしれない
irof
1
300
なぜ「共通化」を考え、失敗を繰り返すのか
rinchoku
1
510
関数型まつりレポート for JuliaTokai #22
antimon2
0
150
C++20 射影変換
faithandbrave
0
530
LINEヤフー データグループ紹介
lycorp_recruit_jp
0
880
すべてのコンテキストを、 ユーザー価値に変える
applism118
2
790
Code as Context 〜 1にコードで 2にリンタ 34がなくて 5にルール? 〜
yodakeisuke
0
100
Kotlin エンジニアへ送る:Swift 案件に参加させられる日に備えて~似てるけど色々違う Swift の仕様 / from Kotlin to Swift
lovee
1
250
Featured
See All Featured
KATA
mclloyd
29
14k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
26
2.9k
How to Think Like a Performance Engineer
csswizardry
24
1.7k
What’s in a name? Adding method to the madness
productmarketing
PRO
23
3.5k
Principles of Awesome APIs and How to Build Them.
keavy
126
17k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
46
9.6k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
248
1.3M
Product Roadmaps are Hard
iamctodd
PRO
54
11k
Being A Developer After 40
akosma
90
590k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
26k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
667
120k
Git: the NoSQL Database
bkeepers
PRO
430
65k
Transcript
AI & JavaScript No you’re not dreaming
AI & JavaScript No you’re not dreaming
@yashints Or is it?
Lead consultant @TelstraPurple Yaser Adel Mehraban @yashints yashints.dev
Why do it in browser? Wide distribution Interactive Sensors Data
stays on the client
@yashints https://playground.tensorflow.org
@yashints Tensorflow.js
@yashints Allows inference and training entirely in the browser or
Node.js Released March 2018 GPU-accelerated via WebGL TensorFlow.js
@yashints Build your own Run existing models Retrain with transfer
learning
@yashints TF TPU TF GPU Core API WebGL Layers API
Model Browser Node.js TF CPU Keras Model Tensorflow Saved models
@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
@yashints Browser examples
@yashints BodyPix demo
@yashints
@yashints Creatability yas.fyi/2Zl4N2p
@yashints Airbnb
@yashints Speech command
@yashints
@yashints aijs.rocks Asim Hussain � @jawache
@yashints Node.js & Desktop
@yashints yas.fyi/2LUfBkX Magenta Studio
@yashints Retraining in Node.js
@yashints Retraining in Node.js
@yashints Demo
@yashints
@yashints “With Tensorflow.js and web, possibilities are endless, web development
doesn’t have to be boring” “
@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 Slides https://yas.fyi/2MxNh7z
Reach out Thanks! @yashints yashints.dev