Some embodiments provide a mapping application for generating views of a three-dimensional (3D) map. The mapping application includes a geographic data module for identifying a set of geographic data that represents a portion of the 3D map. The set of geographic data includes a set of camera captured images that correspond to the portion of the 3D map. The mapping application includes an image processing module for rendering the view of the 3D map based on the geographic data by animating a type of map element in the view of the 3D map.