Rent a car, take a tour, but you must travel down the Waimea Canyon Drive to Waimea Canyon State Park and Kokee State Park. This is a beautiful scenic drive with many stops and lookout points. You can also take a picnic lunch and stop for a bit.
Bring plenty of film and gear up that digital camera.
Directions:
Follow Highway Route 550, get clear directions from your hotel.