1. A system for performing global scale object detection using satellite imagery, comprising: an object detection server comprising at least a plurality of programming instructions stored in a memory and operating on a processor of a network-connected computing device and configured to receive at least a plurality of image information from an image database, and configured to analyze at least a portion of the image information, and configured to produce at least a plurality of object vector representations based at least in part on at least a portion of the analysis results; and a curation interface comprising at least a plurality of programming instructions stored in a memory and operating on a processor of a computing device and configured to receive at least a portion of a plurality of image information, and configured to receive interaction from a human user and to modify at least a portion of the plurality of image information based at least in part on at least a portion of the user interaction.