I think "shapes" is the term generally used. For example, someone might say "Oh, my three-year-old is so smart -- he know all his shapes and all his colors." (Why did I say "his shapes" instead of "the shapes"? To me, "his shapes" suggests "all the shapes we have taught him," while if you say "he knows all the shapes," it suggest "all the possible shapes in the world."