Fig. 2: Typical architecture of CNN.

This figure illustrates the standard architecture of a convolutional neural network (CNN), widely adopted for image classification. The model consists of an input layer, a sequence of convolutional and pooling layers, and one or more fully connected layers leading to the final classification output.