Nope, there's a lot of heavy set people who are very successful in the industry. There's also a lot of skinny beautiful artists that flop, so body image has nothing to do with success.
Beauty can help a female artist become twitter/paparazzi popular, but that doesn't always translate to record sales. Male artists don't have to rely on looks or sex to sell as much except when they're really young.