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 dreaming
Search
Yas
August 03, 2019
Programming
1
80
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
85
Tensorflowjs 💝 AI
yashints
0
45
JavaScript & AI, V2
yashints
0
110
Micro frontend and web components
yashints
1
100
WebAssembly's post MVP future
yashints
0
68
docker for web developers
yashints
0
320
Other Decks in Programming
See All in Programming
開発部に不満を持っていたCSがエンジニアにジョブチェンしてわかった「勝手に諦めない」ことの大切さ
sakuraikotone
28
16k
From Spring Boot 2 to Spring Boot 3 with Java 22 and Jakarta EE
ivargrimstad
0
1.9k
TiDB Serverless ~理想のServerless DBを考える~
soso_15315
1
160
リハビリmruby
kishima
1
160
Advanced App Shrinking Techniques
cbeyls
2
150
Cloudflare Workers x AWS Lambdaの組み合わせユースケース / Cloudflare Workers x AWS Lambda Combination Use Case
seike460
PRO
2
310
The rollercoaster of releasing an Android, iOS, and macOS app with Kotlin Multiplatform | droidcon Berlin
prof18
0
110
さきがけから振り返るアーキテクチャ刷新 / Reflecting on the Architectural Renewal from the Vanguard
nrslib
2
780
Android開発者のための Kotlin Multiplatform入門
ntaro
0
190
大規模マルチテナントを解決するYugabyteDBという選択肢
nnaka2992
1
250
社内 LT 会を発足し、アウトプット文化を醸成させるために考えたこと・やったこと / Starting internal LT meetings and fostering an output culture
mackey0225
3
120
OpenAI/Gemini APIを使って EPUBを翻訳するCLIツールをつくってみた
tomiyan
0
790
Featured
See All Featured
The Cost Of JavaScript in 2023
addyosmani
31
4.7k
How GitHub (no longer) Works
holman
305
140k
Learning to Love Humans: Emotional Interface Design
aarron
269
39k
Building Applications with DynamoDB
mza
89
5.8k
In The Pink: A Labor of Love
frogandcode
139
22k
How to Ace a Technical Interview
jacobian
274
23k
Debugging Ruby Performance
tmm1
71
11k
Embracing the Ebb and Flow
colly
81
4.3k
No one is an island. Learnings from fostering a developers community.
thoeni
17
2.8k
The Art of Programming - Codeland 2020
erikaheidi
48
13k
Docker and Python
trallard
37
2.9k
Imperfection Machines: The Place of Print at Facebook
scottboms
262
13k
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