The body of a bird without its head and legs has been found opposite Morrison Hill Swimming Pool.
Police received a call on Sunday night and listed the case as cruelty to animals, suspecting human mistreatment.
The remains have been handed to the Hong Kong Society for the Prevention of Cruelty to Animals.