Building an AI with Raspberry Pi

Stephen Lee achasma@gmail.com twitter.com/aniotmaker

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Introduction•What’s TensorFlow?

TensorFlow™ is an open source software library for numerical computation using data flow graphs.

https://youtu.be/mWl45NkFBOc

Python, C++

Demo Time•CNN Inception V3

•CNN YOLO

•CNN

•RNN• Stock Price Prediction

•Speech Recognition

RNN

CNN

Supervised Learning

TensorFlow Structure

Popularity

https://github.com/hunkim/DeepLearningStars

5X!!

Tensor & Variable

multi- dimensional array

a special kind of operation that returns a handle to a persistent mutable tensor that survives across executions of a graph.

•Tensor

•Variable

ML & DL

More than 2 layers!

Ref: https://www.xenonstack.com/blog/log-analytics-with-deep-learning-and-machine-learning

How to study MLA Forest —————————> A Tree

Easily

CNN

(Machine Learning)

Linear Regression

GAN (Generative Neural Networks)

Supervised Learning

(1)

Unsupervised Learning

(2)

Reinforcement Learning

(3)

Deep Learning

(4)

Answer: (4 & 1)

Answer: (1)

Answer: (2)

Future Plans(How To Improve My System)

OPTION-2: To use a GPU processor (NVIDIA Jetson TK1 & TX1,2)

OPTION-1: To use a ML Cloud (Amazon EC2 GPU, Google Cloud ML)

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Q & A

https://github.com/leehaesung/

achasma@gmail.com

twitter.com/aniotmaker