June 2020
Intermediate to advanced
150 pages
3h 43m
English
Chapter 2: Convolutional Neural Networks
Introduction to Convoluted Neural Networks
Types of Skip-Layer Connections
Demonstration 1: Loading and Preparing Image Data
Demonstration 2: Building and Training a Convolutional Neural Network
Examining the Image Data and Specifying the Model
Fitting and Assessing the Model
Introduction to Convoluted Neural Networks
A convolutional neural network (CNN) is a type of neural network that is viewed to be computationally and statistically efficient (Goodfellow, Bengio, and Courville 2017). CNNs have popularized the field of computer ...