The task of this project was to create a neural network that could take satellite imagery and create a 3D mapping of the landscape. Mapping 3D elevation using LIDAR or other sensors to a high accuracy is extremely expensive. A model that could do so using satellite imagery would be incredibly useful for cutting costs.