Not sure you could do that with BP, but a decent composite propellant motor of those dimensions ought to get it off thr ground.
i wouldn't doubt that at all, i've watch a few american rocketry shows on foxtel and those metal encased Ammonium perchlorate rockets have phenominal power,... and a price tag too suit, unfortunately the cresendo is mearly a parachute