In recent years, image recognition technology has been widely used in civil, military, scientific research and other fields. Convolutional neural network has the advantages of automatic feature extraction, hierarchical structure, spatial invariance and powerful expression ability. In this paper, we take dog and cat image recognition as an example, and construct a seven-layer ...