Cauliflower is a member of the cruciferous vegetable family along with Brussels sprouts, cabbage, broccoli, collard greens, kale, kohlrabi, rutabaga, turnips and bok choy. These vegetables all contain a compound that produces a strong, distinct odor that some find unappealing.