Tensorflow.js

16th June

tinyurl.com/mc-tensorflow

Clone this repo

Open terminal, key in "yarn"

Machine Learning Intern

Global Entrepreneur

Co-Founder

CEG, iDP & USP

Year 2

Co-Founder

Agenda

Deep Learning

CNN

Tensorflow.js

Transfer Learning

Machine Learning

Classical

Deep Learning

Inside the Brain

Neuron

Input

Layer

Hidden

Layer

Output

Layer

Input Node 1

Input Node 2

Input Node 3

Output Node 1

Output Node 2

Hidden Node 1

Hidden Node 2

Hidden Node 3

Deep learning

Convolutional Neural Networks

Main Operations

Convolution

Non-Linearity (ReLu)

Pooling

Classification

Convolution

Feature Map

Non-Linear Rectification

Pooling

Classification

Tensorflow

A brief introduction

const x = tf.tensor2d([
            [1.0, 2.0],
            [3.0, 4.0]]);

const y = tf.tensor2d([
            [5.0, 6.0],
            [7.0, 8.0]]);

result = x.add(y)

x

y

add

Coding Time!!

https://tinyurl.com/mc-tensorflow

Useful Links

What's next?

Serving on cloud, TFLite for applications, pyTorch, Theano, OpenCV ...

People in AI

Thank you!

Tensorflow.js Presentation

By Srivatsa P

Tensorflow.js Presentation

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