The data processing pipeline also processes stored information
such as stored video feeds from a video source 501 to reevaluate and/or re categorize
events as necessary, such as when new information is obtained regarding the event and/or when new information is obtained regarding event categories e. g. , a new activity zone is obtained from the user. After video and/or audio data is captured at a smart device, the data is processed to determine if any potential event candidates are present. In some implementations, the data is initially processed at the smart device e. g. , smart home network 202 such a hub device 204, a camera 118 or 106, a client device 220, and the like. In some instances, the device profile 3165 i includes device settings 31651, associated devices information 31652, associated user information 31653, associated event information 31654, and environmental data 31655. In some instances, the device profile 3165 i includes only a subset of the above data. In some instances, the device profile 3165 i includes additional device information not shown such as information regarding whether the device is currently active. The device settings 31651 include information regarding the current settings of device i such as positioning information, mode of operation information, and the like.
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, the doorbell camera 106 of a smart home environment 100.
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