Cropping doesn't necessarily remove exif. It doesn't even always remove the original pixels (simply setting cropTop and cropLeft and similar fields).

My mind was blown when I saw rainbolt uncrop a picture.

Anyways as mentioned elsewhere: when I tried it the vision api was overloaded but I still received the location data. And it was from a picture taken inside my car (no landmarks or horizons visible).