1. A computer-implemented method for identifying locations of infrastructure assets, the method comprising: identifying a location of a first infrastructure asset and a location of a second infrastructure asset; identifying a region of interest extending at least partially between the locations of the first and second infrastructure assets; obtaining an aerial image of the region of interest; determining that the aerial image of the region of interest comprises a third infrastructure asset; determining a location of the third infrastructure asset based at least in part on the aerial image; and storing the location of the third infrastructure asset in an infrastructure asset datastore.