Launched last week, the 50p art in your hand bags mark the Arts Council Englands 60th anniversary. They aim to promote the use of reusable shopping bags as well as raise awareness and debate about the role the arts play in peoples lives.
Sainsburys said that by working with artists it hoped to increase the desirability of reusable bags.
Craig-Martin, an ex-Goldsmiths tutor who taught artists including Damien Hurst and Tracy Emin, created a bright pop art style design featuring a bold banana print.
He said: We need to find ways to get people more interested in bags and in reusing them. Hopefully by creating bags which are more noticeable and more desirable we can make a difference."
The bags will be available in 450 Sainsburys supermarkets across England, with proceeds donated to local charities.