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Building an ai with raspberry pi

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

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Building an ai with raspberry pi

  1. 1. Building an AI with Raspberry Pi Stephen Lee achasma@gmail.com twitter.com/aniotmaker +
  2. 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. 3. Demo Time •CNN Inception V3 •CNN YOLO •CNN •RNN •Stock Price Prediction •Speech Recognition
  4. 4. RNN CNN
  5. 5. Supervised Learning
  6. 6. TensorFlow Structure
  7. 7. Popularity https://github.com/hunkim/DeepLearningStars 5X!!
  8. 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. 9. ML & DL More than 2 layers! Ref: https://www.xenonstack.com/blog/log-analytics-with-deep-learning-and-machine-learning
  10. 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. 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. 12. Q & A https://github.com/leehaesung/ achasma@gmail.com twitter.com/aniotmaker

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