Probably a fairly safe gamble if you get the location right and do some market research.

Also, get some buds and make it a co-op! Others mentioned that you'll need capital. That usually means that a bank actually owns your business until you pay off the business loan. But there are co-ops that offer more favorable lending terms and their explicit mission is to get other co-ops off the ground, so check them out!