Google-Landmarks: A New Dataset and Challenge for Landmark Recognition
Looks like we here in picturesque New Zealand may have more landmarks than Africa and the Middle East combined!<p>More seriously, I didn't see anything about the providence or license of the pictures, or how they ended up in this collection.  The Kaggle competition data doesn't seem to contain the actual photos, just links.