Replica Eames chairs, 6 for $390
Yes I know replica is a little touchy but at $65 or less a chair they are a super classic bargain.
Tranetorp extendable table $299
Black or white would both work well, you could use a trestle table too.
Tom Dixon Lustre Black Ceramic Pendants, from $135
A little less used than the ones in the original picture, and I prefer the shapes too.
Subway tiles from $65 a metre, around $350 for a normal size back splash.
Glass vases and flowers (these Iceland poppies were photographed by Leslie at A Creative Mint), lots of white crockery, and the occasional collectible finish it of.
You can get similar industrial look cupboards and shelves at Ikea, but plain white would work just as well.
A really achievable look, and the main elements will cost you less than $1500.
(Top photo via Blood and Champagne, I can't find the original unfortunately.)