You are a data scientist working for a tech company that wants to develop an AI system for image recognition. Your task is to use neural networks and deep learning techniques to build a model that can accurately classify images into different categories. You will need to use concepts such as neural networks, convolutional neural networks (CNNs), and deep learning.