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
