Deep Learning Fundamentals - Premium Edition

How Convolutional Filters Detect Patterns - CNNs Explained

We're now familiar with convolutional neural networks and how these networks are made up of convolutional layers that contain convolutional filters that map given inputs to outputs. We've also explored interactive step-by-step demonstrations of the convolution process in action to fully understand the convolution operation.

We'll now learn how exactly the values learned for the convolutional filters detect patterns.