Fuji is a proper noun most commonly referring to Mount Fuji, the iconic volcanic mountain in Japan, or to things named after it (e.g., Fuji film). It denotes a specific, well-known locale or brand, and is pronounced with two syllables, typically stressing the first. In common usage, it signals Japanese origin or association and is recognized internationally.
Full pronunciation guide