1. A method comprising: receiving image data depicting road signs from a plurality of vehicles; analyzing, by a processor, a detected lateral placement of the road signs and at least one characteristic of a collection of the image data; generating, by the processor, a model that associates values for the lateral placement of the road signs with values for the at least one characteristic; and storing the model in a database.