Great article. I'm working on a project to identify buildings, and it seems this technique would apply. Does anyone know of a good buildings dataset, or a pretrained network? 3 million images is no easy task to find... Thanks!
Sorry, forgot to mention this would be for street level recognition. I don't think aerial views would work for that application, perspective issues notably.