Systems and methods for creating high-resolution virtual-camera traffic visualizations. The visualizations appear as if a camera is present along a roadway at a location of interest and realistically depicts traffic flow at a particular time. Thus, the visualizations are able to provide viewers a realistic view of what traffic conditions are like at the location of interest. While various descriptions will provided with regard to traffic flow, the principles described herein may be used to create visualizations of other “flows,” such as in-flight aircraft, ground control systems at airports, etc.