The limited edition designs from the Old School star, which include polo shirts, shoes and porkpie hats, will appear online in May.
Speaking about his outfits, he told People: "It just seemed fun. I play a ton of golf.
"To work with a brand like Puma that has such innovative and versatile products on a golf line that fits my style and personality has been a real pleasure.
"We had some real fun with some of the product designs including the porkpie hat and C-hopper shoe that you can wear on or off the course by just removing the spikes."
Wilson also revealed that his apparel would be less garish than traditional golf fashions.
He added: "That's the one thing that I said to them when I was designing.
"I don't want people to say, 'where does he get off thinking he can wear that colour?' I just want to have very muted tones."