No you don't have to be athletic or "in shape" to start learning, you just have to be curious enough to learn something new and willing to challenge yourself.
Through training at our dojo you will see the benefits of improved blood circulation, breathing, mobility, balance, and your confidence. You're not expected to be an athlete, it's just expected that you're looking to be around good people and that you'll work to the best of your abilities.