Walnut dining set in a red dining room

We are moving to a new house which is bigger and has a nice formal dining room.

The dining table and chair that we have is nice, but not too stylish. It is good quality, but nothing fancy about it. Goes well with the current house we have.

The new house is painted red with embossed texture. It gives a rich look and i feel this table that is walnut colour will certainly be out of place.

Since we just bought this house, we are tight on money and will not be able to buy new furniture and at the same time i dont want to repaint the walls as they look nice and royal.

How do i make my walnut dining set look good in the formal dining room. It is a six seater.

I have attached the dining table picture.