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As systems-richmond-va.html">shown in FIG. 2B, the server system 164 receives video data from video sources 222 including cameras 118 or doorbell cameras 106 located at various physical locations e. g. , inside homes, restaurants, stores, streets, parking lots, and/or the smart home environments 100 of FIG. 1. Each video source 222 may be bound to one or more reviewer accounts, and the server system 164 provides video monitoring data for the video source 222 to client devices 220 associated with the reviewer accounts. For example, the portable electronic device 166 is an example of the client device 220. In some implementations, the server system 164 is a video processing server that provides video processing services to video sources and client devices 220. In some implementations, each of the video sources 222 includes one or more video cameras 118 or doorbell cameras 106 that capture video and send the captured video to the server system 164 substantially in real time. In some implementations, each of the video sources 222 includes a controller device not shown that serves as an intermediary between the one or more cameras and the server system 164. The controller device receives the video data from the one or more cameras, optionally performs some preliminary processing on the video data, and sends the video data to the server system 164 on behalf of the one or more cameras substantially in real time.