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
Machine learning & JavaScript, no you're not dr...
Search
Yas
August 03, 2019
Programming
1
84
Machine learning & JavaScript, no you're not dreaming
Yas
August 03, 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
91
Tensorflowjs 💝 AI
yashints
0
45
JavaScript & AI, V2
yashints
0
110
Micro frontend and web components
yashints
1
110
WebAssembly's post MVP future
yashints
0
68
docker for web developers
yashints
0
340
Other Decks in Programming
See All in Programming
タイミーにおけるデータの利用シーンと データ基盤の挑戦
marufeuille
4
3.2k
Kubernetes上でOracle_Databaseの運用を楽にするOraOperatorの紹介
nnaka2992
0
150
Why I Choose NetBeans for Jakarta EE
ivargrimstad
0
170
Go製CLIツールGatling Commanderによる負荷試験実施の自動化
okmtz
3
700
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
10
1.4k
ROS 2のZenoh対応とZenohのROS 2対応
takasehideki
2
300
Modern Functional Fluent CFML REST by Luis Majano
ortus24
0
140
データフレームライブラリ徹底比較
daikikatsuragawa
2
100
Subclassing, Composition, Python, and You
hynek
3
170
perl for shell, awk and sed programmers
mackee
1
710
Cloud Adoption Framework にみる組織とクラウド導入戦略
tomokusaba
2
520
2024-10-02 dev2next - Application Observability like you've never heard before
jonatan_ivanov
0
180
Featured
See All Featured
Clear Off the Table
cherdarchuk
91
320k
What’s in a name? Adding method to the madness
productmarketing
PRO
22
3.1k
How STYLIGHT went responsive
nonsquared
95
5.1k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
364
22k
Raft: Consensus for Rubyists
vanstee
136
6.6k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
105
48k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
37
1.7k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
26
1.4k
KATA
mclloyd
27
13k
Thoughts on Productivity
jonyablonski
67
4.2k
The Straight Up "How To Draw Better" Workshop
denniskardys
232
130k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
tammyeverts
46
2k
Transcript
ML & JS No you’re not dreaming
ML & JS No you’re not dreaming
@yashints
None
@yashints Or is it? ➔
@yashints
Lead consultant @Readify Meet Yaser @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 Empower a diverse group of developers Enable ML peeps
to port their work to web
@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 Node.js & Desktop
@yashints yas.fyi/2GBJF0s Doctor Clinic
@yashints yas.fyi/2LUfBkX Magenta Studio
@yashints Retraining in Node.js
@yashints Retraining in Node.js
@yashints Demo
@yashints “A year spent in artificial intelligence is enough to
make one believe in God.” “ Alan Perlis
@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
Reach out Thanks! @yashints yashints.dev