Tensorflow - Kevin Scott€¦ · thekevinscott.com/bostonjs | June 6 2018 Tensorflow.js Show...

Tensorflow.jsMachine Learning in Javascript

June 6, 2018Kevin Scott

thekevinscott.com/bostonjs | June 6 2018

https://thekevinscott.com/bostonjs


Machine Learning



Machine Learning

Mathematics,Statistics



Machine Learning

Mathematics,Statistics

Python, R



Tensorflow.js

● Show picture of playground

● Came from deeplearn.js



Why run Tensorflow in your browser?

1. Wide distribution2. Interactive3. Sensors4. Privacy



API Schematic



Node.js Benchmarks



Importing Models

You can import pre-trained models



Tensorflow.js

● https://playground.tensorflow.org/#activation=tanh&batchSize=10&dataset=spiral&reg

Dataset=reg-plane&learningRate=0.03&regularizationRate=0&noise=0&networkShape

=5,2&seed=0.00055&showTestData=false&discretize=false&percTrainData=50&x=true

&y=true&xTimesY=false&xSquared=true&ySquared=false&cosX=false&sinX=false&cos

Y=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideTex

t=false&showTestData_hide=true&stepButton_hide=true&activation_hide=true



Tensorflow.js

● https://reiinakano.github.io/fast-style-transfer-deeplearnjs/


https://reiinakano.github.io/fast-style-transfer-deeplearnjs/


Tensorflow.js

● https://teachablemachine.withgoogle.com/



Thanks!

thekevinscott.com/bostonjs@thekevinscott



Tensorflow - Kevin Scott€¦ · thekevinscott.com/bostonjs | June 6 2018 Tensorflow.js Show...

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