I just call mine "my Japanese amigo" - that's what it is /shrug (Isuzu Amigo)
I guess that makes it masculine, but I don't think I've ever called it "he." It's an "it."
In fact, I can't recall hearing anyone refer to a car as "he." It's always feminine as far as I've observed. "He" just sounds weird.