Sounds like a good way to get yourself in trouble with the local zoning board, HOA, and/or your neighbors. If you live out in the country and want to do this, you might not have anyone complain. Do it in the jurisdiction of any municipality I'm familiar with and you'd get shut down pretty quick.
I'm not a fan of HOA's, and the area I live in thankfully doesn't have one, but it is (just barely) within the city limits and comes under the zoning and land-use restrictions set by the local ordinance. There's also such a thing as "extra-territorial jurisdiction" that most municipalities have over land surrounding their boundaries, and it can extend for several miles. So, don't assume you're off the hook just because you live outside the city limits.
Better investigate this thoroughly before jumping into it.
:):)