Most of the time these local ordinances have exceptions for raised beds, and their definition of “raised bed” is so vague you can just line your yard with decorative bricks and declare the whole thing is a raised bed.

Alternatively you can have your property designated as a wildlife preserve, even in residential neighborhoods.