Police spokesperson Captain FC van Wyk said the bodies were found at a Victoria Street flat on Friday evening.
“A post-mortem will be conducted to determine the cause of death. Detectives are following up on all leads to solve the case,” Van Wyk said.
A suspect has yet to be arrested.
Western Cape Gangwatch identified the young woman as Jesse Hess, a youth leader at a Matroosfontein church.