Along with tomatoes, potatoes and bell peppers, aubergines belong to the nightshade plant family. Often considered a vegetable, aubergines are technically a fruit as they grow from a flowering plant and contain seeds. Aubergines with deep purple skin are most common, however they can be white, green and even black.