When the Empire switched from Clone Troopers to Stormtroopers, they still had a huge amount of war materiel (gear, training methods, medical support) that was optimized for humans (specifically Jango Fett's biology, but probably much easier to adapt to other humans than to non-humans). Sticking with humans--which are plentiful in the SW galaxy--at the start was a sensible cost-saving measure.