Generalize to other city is not good

Hi Sarlin,

Thanks for the fantastic work. I tried several images from different cities, such as Ann Arbor, Mi; Columbus, Ohio; Atlanta, GA. The location is not as I expect. How should this work generalize better to other cities? Thank you!