Develop an architect's illustration of a house exterior, where the fundamental structure and design are influenced by geometric shapes such as ellipses and hyperbolas. Complement this unique architectural design with a variety of lush, verdant plants incorporating them seamlessly into the structure. Ensure the image captures the precise geometric elements and creativity of the structure, as well as the natural beauty of the plants.