There have been some notable sub-Saharan and Saharan civilizations. Most prominently in Ethiopia and the horn of Africa, but also some in Nigeria, an older civilization in Zimbabwe about which very little is known, etc.

It's kind of sad that that history implies a couple civilizations eventually fell to the forces of degradation in their society.