Abstract: Convolutional neural networks (CNNs), consist of multiple processing layers to learn the representations of data with multiple abstract levels. They are the most successful machine learning models in recent years. Within this paper, we will know the usage of a trained deep convolutional neural network model to extract the features of the images, and then classify the images. We will study image processing and understand image classification. It has good application prospects.