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5. In some implementations, when face recognition is implemented locally, it is simplified according to local computational capability available at the doorbell camera 106. As a result of the facial recognition, the push notification is sent to the client device 220 indicating whether a known person has been recognized or a visitor is an unrecognizable person e. g. , a stranger. In some implementations, face recognition is only conducted after a user press on the doorbell button is detected. Alternatively, in some implementations, face recognition is conducted before a user press on the doorbell button, and triggers a process to monitor and detect the user press on the doorbell button. Specifically, a motion stream is obtained from a camera e. g. , the doorbell camera 106 of a smart home environment 100. The doorbell camera 106 has a field of view of an entryway of the smart home environment 100.