When there is a change in use of premises within the meaning of this section, the owner shall notify the Building Inspector, by letter, of all details of the proposed change. He shall advise the owner within one week if, in his opinion, the facts require a certificate of occupancy. If not so notified, the owner may undertake to use the premises for the new use.