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Nowadays, network connected video surveillance cameras have been extensively used in the smart home environment to provide video monitoring and security. Such extensive usage of video cameras in residential and commercial environments has increased substantially, in part due to lower prices and simplicity of deployment. Sometimes, one or more of the smart devices are located in an outdoor environment e. g. , in a porch or a backyard of a house. For example, one or more network connected cameras are often installed on an outer wall of a house, and configured to provide video monitoring and security in the outdoor environment.surveillance outdoor cameras
, by processing the video stream, by receiving the event start information from the video source 501, or by detecting a user press on a doorbell button of a doorbell camera. In some implementations, the event candidates include motion event candidates. It is noted that the video source 501 is an example of the video source 222 shown in FIG. 2B. In some implementations, the event candidates include a user press on a doorbell button of a doorbell camera. In some implementations, the event candidates include audio and/or visual aspects.