Stay in school. Do the startup thing over the evenings and weekends. If things take off (you can live off the earnings full time for the foreseeable future), then consider leaving school and doing it full time.

It sounds like you are looking for a reason to leave school and startup may not be the right thing. Have you considered getting a job at a tech firm to develop your tech skills which you can apply on your startup.