The music video for "Giving You Up" was directed by Alex and Martin and filmed in February 2005 in London, England. The video features Minogue as a 17 foot tall, vampy, blonde giantess roaming through the streets and clubs of London at night. There are three sequences; the first features Minogue walking through a tunnel, the second of her walking through the streets and the third of her in a club. Throughout the video Minogue meets several people. In a sequence on the streets, she dances in front of a taxi cab that has stopped to let her across a zebra crossing. Minogue then heads to a club where she meets a shy man who is interested in her. In another scene on the streets, Minogue walks past three men, and begins to dance and sing to them.
—Peter-Patrick76 (peter-patrick@mail.com)