“Two of the people have been seriously injured. The other 13 have minor injuries,” said spokesperson William Ntladi.
He said a locomotive and passenger carriage detailed just after 7am on Friday morning.
All the injured, including the driver and his assistant, were taken to various hospitals.
The cause of the derailment was not yet known, said Ntladi.