CNN Part 1: Linear Classification

For this first reading group on the Stanford University Convolutional Neural Networks class, we went through the following slides:

Take-home message:

There are two loss functions commonly used: the softmax and the SVM. In order to optimize the weights and train effectively, we will want to minimize the chosen loss function during training.

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