get good results we need thousands of photos with labels for which our urban and which are rural something called transfer learning will give us good results with far less data transfer learning takes what a model learns while solving one problem and applies it to a new application remember that early layers of a deep learning model identify simple shapes later layers identify more complex visual patterns and the very last layer makes predictions so most layers from a pre trained model are useful in new applications because most