This project intends to build a food identification based on food image. We use a new dataset of the most consumed local food items which was collected from the publicly available restaurant and Internet sources. In this system, we had taken 10 states of India and then applied the CNN algorithm for identifying the famous food items of individuals. This is an evolving dataset, where we will enhance more data as the dataset varies over time.