Loss Function - What is the loss function in a CNN?

A Convolutional Neural Network's (CNN) loss function is a measure of how well the CNN model performs when given a job to complete, which is usually regression or classification. The goal of the backpropagation stage is to improve the neural network's performance by minimizing the value of the loss function.