The incident happened shortly after 5am on Friday morning on the Bijenhofstraat in Deurne.
Police went to the scene of the shooting and cordoned off the area. An investigation has been launched to try and identify the perpetrator(s) and their motives.
Although no one was injured in the incident, the house that was shot at was damaged. Forensics officers have examined the area around the house.