Two men have been found face down in a pool in the Kingston Road and West Hill Drive area, police said.
Police said a man in his 50s and a man in his 60s were not responsive to medical help.
EMS said they took the two men to the hospital in life-threatening condition.
Video from the scene showed police tape around the pool of the Grand Motel.
The circumstances surrounding the incident are under investigation, police said.