View of Sea Point from Signal Hill, Cape Town, South Africa. Sea Point is one of Cape Town's most affluent and densely populated suburbs, situated between Signal Hill and the Atlantic Ocean, a few kilometres to the west of Cape Town's Central Business District (CBD). Sea Point is the only sea-side suburb of Cape Town with significant high-rise development and this has made it a very popular residential area.