Elephant's Eye Cave is located within the Silvermine Nature Reserve in Cape Town, offering a rewarding hike with scenic views. The cave is known for its unique shape, resembling an elephant's eye, and provides a popular spot for hikers looking to enjoy the natural beauty and tranquility of the area.