A person with non-life threatening injuries has turned up at Christchurch Hospital following the incident.
Police were called to Stanmore Rd about 11.30am on Thursday after receiving a report of a gun being fired.
Police are examining a scene on England St and a cordon is in place between Hereford and Worcester Sts.