Let's build an AI on your Raspberry Pi (By TensoFlow)! We Can Do AI!

1. Building an AI with
Raspberry Pi
Stephen Lee
achasma@gmail.com
twitter.com/aniotmaker
+

2. Introduction
•What’s TensorFlow?
TensorFlow™ is an open source software library
for numerical computation
using data flow graphs.
https://youtu.be/mWl45NkFBOc
Python, C++

3. Demo Time
•CNN Inception V3
•CNN YOLO
•CNN
•RNN
•Stock Price Prediction
•Speech Recognition

4. RNN
CNN

5. Supervised Learning

6. TensorFlow Structure

7. Popularity
https://github.com/hunkim/DeepLearningStars
5X!!

8. 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

9. ML & DL
More than 2 layers!
Ref: https://www.xenonstack.com/blog/log-analytics-with-deep-learning-and-machine-learning

10. How to study ML
A 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)

11. 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)
+ (OR)

12. Q & A
https://github.com/leehaesung/
achasma@gmail.com
twitter.com/aniotmaker