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In some implementations, the battery is configured to sustain a predetermined number e. g. , 100 of continuous presses on the button of the doorbell camera 106 without losing battery power. In some implementations, in response to a user press on the button 1002, the speaker of the doorbell camera 106 may play a pre programmed ring chime, before the remote chime 1006 rings or concurrently while the remote chime 1006 is ringing. In some implementations, how the speaker of the doorbell camera 106 and the remote chime 1006 function may be determined according to a home structure state e. g. , from video and source data database 509. In some implementations, the event identification process includes segmenting the video stream into multiple segments then categorizing the event candidate within each segment. In some implementations, categorizing the event candidate includes an aggregation of background factors, entity detection and identification, motion vector generation for each motion entity, entity features, and scene features to generate motion features for the event candidate. In some implementations, the event identification process further includes categorizing each segment, generating or updating an event log based on categorization of a segment, generating an alert for the event based on categorization of a segment, categorizing the complete event, updating the event log based on the complete event, and generating an alert for the event based on the complete event. In some implementations, a categorization is based on a determination that the event occurred within a particular zone of interest.