AI & JavaScript

Adventures in

CIO of Infinite Red
React Native Core Contributor
GDE in WEB and ML

Gant Laborde

Your Friend

@GANTLABORDE

@GANTLABORDE

AKA

AKA

@GantLaborde

@GANTLABORDE

@GANTLABORDE

Machine Learning?

WHY

@GANTLABORDE

?

?

?

?

Machine Learning?

WHY

@GANTLABORDE

"Write once, train for anywhere"

Machine Learning?

WHY

@GANTLABORDE

Machine Learning?

WHY

@GANTLABORDE

What does it do?

Machine Learning

@GANTLABORDE

?

?

?

?

What does it do?

Machine Learning

@GANTLABORDE

Region Detection
Style Transfer

What does it do?

Machine Learning

@GANTLABORDE

😂

What does it do?

Machine Learning

@GANTLABORDE

What does it do?

Machine Learning

@GANTLABORDE

What does it do?

Machine Learning

@GANTLABORDE

What does it do?

Machine Learning

@GANTLABORDE

What does it do?

Machine Learning

@GANTLABORDE

How to AI More

Machine Learning

@GANTLABORDE

What

Machine Learning

@GANTLABORDE

Should

Should

it do?

What should it do?

Machine Learning

@GANTLABORDE

What should it do?

Machine Learning

@GANTLABORDE

What should it do?

Machine Learning

@GANTLABORDE

Applications

Machine Learning

@GANTLABORDE

Fraudulent Transactions

Recommendations

Best Price!?

Playing Games

Translate

Drive

How long is that line?

Write Music

AND MORE

What is it?

Machine Learning

@GANTLABORDE

What is it?

Machine Learning

@GANTLABORDE

Model

===

function()

Model

function()

What is it?

Machine Learning

@GANTLABORDE

DATA

IN

DATA

OUT

DATA

IN

DATA

OUT

@GANTLABORDE

From Where?

Machine Learning

3

3

PLACES

@GANTLABORDE

Download Existing Models

From Where?

Machine Learning

#1

#1

@GANTLABORDE

Train a

Model

From Where?

Machine Learning

#2

#2

@GANTLABORDE

Modify an Existing

Model

From Where?

Machine Learning

#3

#3

Status

MACHINE LEARNING

@GANTLABORDE

Growth

MACHINE LEARNING

@GANTLABORDE

Machine Learning & JavaScript is Awesome!

Isn't JavaScript a toy language?

MACHINE LEARNING

@GANTLABORDE

Nope

WebGL Means JS + GPU

MACHINE LEARNING

@GANTLABORDE

TensorFlow.js
BrainJS (aka Brain)
React Native (to Native)

JavaScript Options
Today

MACHINE LEARNING

@GANTLABORDE

MACHINE LEARNING APPS - REACT NATIVE

@GANTLABORDE

TF Lite

Brain JS

CoreML

In the Browser?

MACHINE LEARNING

@GANTLABORDE

DeclarationOfIndependenceThief.com

@GANTLABORDE

Big Companies
Privacy
Consistent
Free

WHY NSFW JS?

MACHINE LEARNING

@GANTLABORDE

JavaScript

@GANTLABORDE

JavaScript

@GANTLABORDE

😢

😿

😭

JavaScript

@GANTLABORDE

Still Biased?

Yup!

MACHINE LEARNING

@GANTLABORDE

https://medium.com/@marekkcichy/does-ai-have-a-dirty-mind-too-6948430e4b2b

Dealing with Bias

MACHINE LEARNING

@GANTLABORDE

JavaScript

@GANTLABORDE

NSFWJS.com

https://store.infinite.red/

How

MACHINE LEARNING

@GANTLABORDE

How does one make a model?

MACHINE LEARNING

@GANTLABORDE

How

MACHINE LEARNING

@GANTLABORDE

You don’t need to come up with advanced algorithms anymore. You just have to teach a computer to come up with its own advanced algorithm.

How

MACHINE LEARNING

@GANTLABORDE

Example Case

How

MACHINE LEARNING

@GANTLABORDE

What's the hard part?

DATA

Scrape the internet for pictures of Nic Cage
Scrape the internet for pictures of Celebs
Code to remove faces of all images (faceOff)
Manually check your data for errors

How

MACHINE LEARNING

@GANTLABORDE

Nic or Nickelback

How

MACHINE LEARNING

@GANTLABORDE

Feed Teacher

and let it train!

How

MACHINE LEARNING

@GANTLABORDE

5+ Hours of This

How

MACHINE LEARNING

@GANTLABORDE

How

MACHINE LEARNING

@GANTLABORDE

😢

How

MACHINE LEARNING

@GANTLABORDE

How

MACHINE LEARNING

@GANTLABORDE

Transfer Learning!

How

MACHINE LEARNING

@GANTLABORDE

🎉

How

MACHINE LEARNING

@GANTLABORDE

OMG IT WORKS!?

GET ACTIVE

MACHINE LEARNING

@GANTLABORDE

Think in ML

@GANTLABORDE

What does it do?

Machine Learning

"Machine Learning does things a human can do;

trained with a lot of time and a lot of examples."

GET ACTIVE

MACHINE LEARNING

@GANTLABORDE

YOU

Review

MACHINE LEARNING

@GANTLABORDE

"Reimagining everything inspires science."

https://inspirobot.me/

Review

MACHINE LEARNING

@GANTLABORDE

Review

ACADEMY.INFINITE.RED

@GANTLABORDE

Review

MACHINE LEARNING

@GANTLABORDE

#FML

@FunMachineLearn

Review

MACHINE LEARNING

@GANTLABORDE

@GANTLABORDE

INFINITE RED

THANKS

@GANTLABORDE

Thanks!!!

Machine Learning Intro!

Keep in touch:

https://infinite.red/

http://gantlaborde.com/

@GantLaborde Twitter

Adventures in AI & JavaScript

By Infinite Red

Adventures in AI & JavaScript

Machine Learning is Beautiful - Let's explore it together!

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Infinite Red