- Set up the physical box and assemble
- Configure the PI with the worksheet
- Common Python Commands for Computer Vision
- GPIOZero Library for buttons
- Pi Camera Library
- Using the PI Camera basics no machine learning
- Taking Pictures with the PI
- Taking Pictures with a button
- Using motion detection to take a picture
- Seeing the world as data
- Numpy
- SciKit: SKIMage, what is it? Why is it special?
- Looking at the world as data instead of pixels
- How are pixels data?
- Machine Learning Overview
- Concepts
- Examples
- Implentation with:
- Keras
- Tensorflow
- Work through the Jupyter Notebooks
- Intro to Keras and MNIST Digits: https://colab.research.google.com/drive/1ucL6wVcnrocsrTevYiCM8NtmkhgaWTNr
- Coin example: https://colab.research.google.com/drive/1x5SdWXMFBbgUiDTfpSYFodXKIb5eVOKV
- Fashion MNIST: https://colab.research.google.com/drive/1MWNk87unvcn4ZxDNTFuUFQoE9L6ow0dk
- Style Transfer: https://colab.research.google.com/drive/1gOSl-TE0MjevJdXlrBZXYgY6xgReVgbH
rumaker/rcb
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