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Artificial Intelligence — A Brief and Simplified Introduction to Convolutional Neural Networks and their Practical Application — Part 1.

by Dr. Iain J. Attwater

Background

AI Mathematics Intuition

Real World Application and Motivation

General Introduction to AI

Artificial Neural Networks

Figure 1
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Convolutional Neural Networks

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Convolutional Neural Network Considerations

Pneumonia CNN Structure

The Data

Figure 4
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Results — Brute Force Approach

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Figure 7
Jason Yosinski. (2015, July 7). Deep Visualization Toolbox [Video]. YouTube. https://www.youtube.com/watch?v=AgkfIQ4IGaM