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, portions corresponding to particular events or times of interest. In some implementations, the server system 164 transmits one or more streams of video data to a client device 220 to facilitate event monitoring by a user. In some implementations, the one or more streams may include
multiple streams, of respective resolutions and/or
frame rates, of the same video feed. In some implementations, the multiple streams include a “primary” stream with a certain resolution and frame rate, corresponding to the video feed, and one or more additional streams. An additional stream may be the same video stream as the “primary” stream but at a different resolution and/or frame rate, or a stream that shows a portion of the “primary” stream e. g.
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In some implementations, after a motion start is detected, the relevant portion of the video stream is retrieved from storage e. g. , from video and source data database 509. In some implementations, the event identification process includes segmenting the video stream into multiple segments then categorizing the event candidate within each segment. In some implementations, categorizing the event candidate includes an aggregation of background factors, entity detection and identification, motion vector generation for each motion entity, entity features, and scene features to generate motion features for the event candidate. In some implementations, the event identification process
further includes categorizing each segment, generating or updating an event log based on categorization of a segment, generating an alert for the event based on categorization of a segment, categorizing the complete event, updating the event log based on the complete event, and generating an alert for the event based on the complete event. In some implementations, a categorization is based on a determination that the event occurred within a particular zone of interest. In some implementations, a categorization is based on a determination that the event candidate involves one or
more zones of interest. In some implementations, a categorization is based on audio data and/or audio event characterization. In some implementations, the video source 501 e. g.
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Additionally, a doorbell camera can provide video interaction between the visitor and the host and enable a live or recorded videotape
with the help of the integrated camera in the unit. The doorbell camera is connected with the
smartphone and helps the host to track the visitor and make conversation. During the installation doorbell cameras takes the minimum number of wires and tools. Due to increasing rate of incidence of theft, burglary, robbery, home invasions, consumers want to secure their homes not just with a lock and key but also by using smart appliances. They also want to keep a track of visitors in their absence. Due to security reasons, several manufacturers have added the database feature to their doorbell cameras, which keeps the record of visitors. Increase in the disposable income of consumers has led to surge in the demand for doorbell cameras. Rise in the demand for home automation has fueled the demand for doorbell cameras, as these are smart products. Demand for smart homes and smart home security has increased over the period of time. Products such as intruder alarms, security cameras, smart doorbells, and smoke detectors help control and detect the presence of an intruder with the help of motion sensors and detectors. The global doorbell camera market can be segmented based on product, technology, application, distribution channel, and region.