Likely not much crowds. Tourists only know Grand Canyon, Sedona, Humphreys Peak so on. They don't knwo that Tucson area is just as beautiful.
I never make reservation on anything and didn't have any issue even in spring break vacation. For camping it might be more of an issue but worst case you can just car camp, basically anywhere you can park.