Where the function is intended for
A camera that sees the street, trees and its own driveway at the same time gets disturbed events when the detection zone has no clear task.
AI detection can make alerts more secure, but the setting must match the viewing angle, walking route, and lighting at the location.

A camera that sees the street, trees and its own driveway at the same time gets disturbed events when the detection zone has no clear task.
Look at recurring false notifications and at events that are actually missed. Then check whether the chosen classification is supported by the used model and channel.
Draw zones around your own entrance and choose detection types that match the question. Do not increase sensitivity if another camera angle or zone is the core of the problem.
Assess events spread throughout day, dusk and night. Compare reported events with the recording and record the final zone in the installation file.
No. Placement, light and detection zone remain important.
Distance, direction, lighting and settings can affect recognition.