Introduction
Explore the basics of convolutional neural networks by building a model to recognize handwritten digits from the MNIST dataset. Understand the importance of CNNs in image recognition and their advantages over traditional models.
We'll cover the following...
We'll cover the following...
In this section of the course you will be writing a basic convolutional neural network (CNN) for handwritten digit recognition of the MNIST dataset. We will take an in-depth look at a model based off of Yann LeCun's LeNet-5.
A. Digit recognition
When we start building an image recognition model for the first time, it’s usually a good idea to train and ...