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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.

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