During World War I , Windhoek was captured by South Africa . It was the capital of South West Africa ( Namibia ) under South African control until the independence of Namibia in 1990 . With Namibia 's independence from South African administration in 1990 , Windhoek was recognized as the capital city of South-West Africa as administered by the South African government .