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, including a camera 118 or 106 and an optional controller device and/or audio information received from one or more smart devices in real time to identify and categorize events occurring in the smart home environment, and sends real time event alerts and a refreshed event timeline to a client device 220 associated with a reviewer account for the smart home environment. 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.