The discovery was made around 6:00 Monday night near Nazareth Hospital on the 2600 block of Holme Avenue.
A man who was walking his dog reported the find.
Officers were called to the scene and cadaver dogs were brought in.
Investigators later determined the bones to be that of an animal.