Taming the Machine
Epic Machine Learning
Gant Laborde .com
AKA
AKA
@GantLaborde
infinite.red
Today
What I SHOULD talk about?
Ignite
Quick Start React Native
What I should NOT talk about?
tinytuba.com
What I SHOULD talk about
What I should NOT talk about
What I SHOULD talk about
academy.infinite.red
What I should NOT talk about
Crazy Machine Learning & Jokes
Machine
Learning
Why ML?
?
Why ML?
The short, short version
ML
Machine Learning
Cool and Futuristic Mobile
⚠️ Talk Warning ⚠️
Let's keep this all about visuals
⚠️ Talk Warning ⚠️
Let's keep this all about supervised learning
How does ML work?
?
How ML?
The short, short version
Neuron
The Brain
Basic ML Models
Traditional Coding
What About Images?
Image Inputs
ML and Mobile
Quick and Dirty ML
Just use services
Quick and Dirty ML
Just use services
Quick and Dirty ML
Cost?
- $$$ - Software as a Service
- No Offline Access
- Big Brother Issues
React Native + ML Models
-
Swift Landmines
-
Xcode Madness
-
Mojave and iOS Betas
Not Alone!
Let's Play!
Seefood Founder
Over 5GB of Data
Trained an 80MB Model
Let's do some
react-native-vision
!
WE GOT HIM!
About this Presentation
AKA Why my Girlfriend
thinks I'm crazy
How does one create a Nic or Not model?
Steps to get 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
Code for above available
Nic or Nickel Back?
5+ Hours!?
OF THIS!?!?!?!?!
17KB File Result!?
👎
CoreML Training Playground
How-to Machine Learning
Training a Model
NVIDIA DIGITS
Oh No!
Add a great face CNN
500k images trained
WOAH! Looking good!
Quantize the Model Weights
227MB -> 114MB
I've probably gone too far
Also, I did it wrong
More Links
Coming Soon
.com
Thanks
Infinite Red
Thanks
Conference Organizers
Thanks
Ray!
Thanks
Nic Cage
Thanks
@GantLaborde
GantLaborde.com