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README.md

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# Computer Vision Basics with Python Keras and OpenCV
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This was created as part of an educational for the [Western Founders Network](https://foundersnetwork.ca/) computer vision and machine learning educational session.
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## Demo
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The final demo can be seen [here](https://www.youtube.com/watch?v=IJV11OGTNT8) and below:
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<a href="https://imgflip.com/gif/22n3o6"><img src="https://i.imgflip.com/22n3o6.gif"/></a>
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## Contents
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Computer-Vision-Basics-with-Python-Keras-and-OpenCV.ipynb contains a full tutorial of basic computer vision and machine learning concepts, including:
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* *What computers see*
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* Image Filters and Functions
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- Blurring
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- Dilating
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- Erosion
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- Canny Edge Detectors
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- Thresholding
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* Background Subtraction Techniques
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- Using a background image to find differences
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- Using motion based background subtraction algorithms
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* Contours
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- Finding and sorting contours
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* Tracking
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* (Deep) Neural Networks
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* (Deep) Convolutiional Neural Networks
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* Demo Project: Gesture Recognition
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- Extracting the subject
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- Tracking the hand
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- Collecting data
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- Building the Neural Network
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- Preparing Data for Training
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- Training the Network
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- Plotting Model History

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