I am training a text classifier for addresses such that if given sentence is an address or not.
Sentence examples :- (1) Mirdiff City Centre, DUBAI United Arab Emirates (2) Ultron Inc. <numb> Toledo Beach Rd #1189 La Salle, MI <numb> (3) Avenger - HEAD OFFICE P.O. Box <numb> India
As addresses can be of n types it's very difficult to make such classifier. Is there any pre-trained model or database for the same or any other non ML way.