Fansly Start Interacting With Your Fans Faceless newborn is a term that refers to a infant who is born with a uncommon condition where their facial features are undeveloped. This anomaly is called baby without a face or congenital facial anomaly. These children face a special circumstances as they develop, requiring specialized care.