When it comes to dog breeds, etc., I only capitalize the name when it functions as a name: Chesapeake Bay retriever, Labrador retriever, but not when the name has become a sort of generic descriptor: french fries.

So "English bulldog" but just "bulldog" when it is alone. I think that the Chicago Manual of Style and the AP style book both prefer the lowercase then.