No, the noun 'mine' is a singular, common noun; a Word for an excavation in the earth for extracting coal or other minerals. The possessive form for the noun mine is mine's. Example:
The mine's entrance was boarded up.
The Word 'mine' is also a possessive pronoun, a Word that takes the place of a noun that belongs to me. Example: