VC-dimension of the infinite set of convex bodies?
For a binary class of data and any number of instances, as you have an infinite number of convex bodies, you can put all instances of a class inside the body and leave others. In this way, you can shatter any set with any arbitrary size. Hence, the VC dimension of an infinite number of convex bodies is infinite.