The Mitchell Park Sunken Garden is one of the largest gardens of its kind in the United States. Over 78,000 foliage and flowering plants make up the intricate patterns which are seen and enjoyed by thousands of visitors annually. This garden, along with the Mitchell Park Conservatory seen the background, is an outstanding feature of the Milwaukee County Park System. Divided back.