The built-in camera of video doorbell system is triggered to start recording through the full-image pixel contrast, followed by which the system will further undergo a human-shape detection. The triggering mechanism for the current video doorbell system requires users to adjust the settings of activity zone and the sensitivity level of detection accordingly due to various user scenarios.