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The event categorizer 3148 categorizes the event candidates into different event categories. The user facing frontend 3150 generates event alerts and facilitates review of the events by a reviewer through a review interface on a client device 220. The user facing frontend also receives user edits on the event categories, user preferences for alerts and event filters, and zone definitions for zones of interest. The event categorizer optionally revises event categorization models and results based on the user edits received by the user facing frontend 3150. The server system 164 also includes a video source data database 509, event categorization models database 510, and event data and event masks database 511. In some implementations, each of these databases is part of the server database 316 e.best smart home security system
g. , a door of the smart home environment 100. The server 164 obtains context information from the smart home environment 100 for the motion event, and based on the context information, identifies a plurality of appropriate actions available to a user of a client device for interacting with the visitor via the doorbell camera 106. The identified actions are presented to the user of the client device 220. For example, the appropriate actions include, but are not limited to, displaying a visual pattern on a light ring of the doorbell camera 106, broadcasting an audio message to the visitor, and collecting more information concerning the visitor using the doorbell camera 106. The doorbell integrated in the doorbell camera 106 can also take advantage of computational and communication capabilities of the doorbell camera 106.