Doorbells can be used to detect visitors. A picture taken by the doorbell can be sent to a computing device. A user of the computing device can select areas within the picture. The doorbell can then detect visitors within the selected areas. Subsequent pictures from the doorbell can be analyzed according to the selected areas.