as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
classify different dog breeds using a convolutional neural network.
user
the convolutional neural network should be built with a series of convolutional and pooling layers. these layers should be used to extract features from the images of different dog breeds. the network should also be connected to a fully connected output layer with the number of nodes equal to the number of different dog breeds. finally, the network should be trained using a dataset of images belonging to different dog breeds and then evaluated with an appropriate metric.
assistant