Giving AI the Gift of Sight: The Math of Convolutional Neural Networks (CNNs)

In our previous posts, we built Deep Neural Networks and learned how to stabilize them using Batch Normalization. To process an image, we took a 28x28 grid of pixels and "flattened" it into a massive