Systems and methods for identifying user-customized relevant individuals in an ambient image at a doorbell device

A device comprising:

• a processor configured to:
• capturing, via an associated camera, an image, the image corresponding to a region outside a location, the image comprising content corresponding to a representation of a person;
• analyze, the image, and determine characteristics of the person;
• extract, from the image, the determined characteristics;
• access, from memory of the device, a collection of stored images, the collection of stored images being images previously captured by the camera and stored in the memory of the device, each stored image comprising information related to a known threat previously determined via analysis of the previously captured images within the collection, the known threat based on a location range of a residence of a depicted individual in a respectively stored image to the location, wherein the collection of stored images has a maximum number that corresponds to processing power of the device;
• compare the determined characteristics extracted from the captured image with characteristics associated with images in the collection of stored images to identify a match with the known threat;
• determine, based on analysis of the captured image and the comparison based on the collection of stored images, an event to the location;
• and
• generate, by the device, an alert at the location based on a type of the alert, the alert indicating detection of the known threat.

A non-transitory computer-readable storage medium tangibly encoded with computer-executable instructions, that when executed by a device, perform a method comprising:

• capturing, via a camera associated with the device, an image, the image corresponding to a region outside a location, the image comprising content corresponding to a representation of a person;
• analyzing, by the device, the image, and determining characteristics of the person;
• extracting, by the device, from the image, the determined characteristics;
• accessing, by the device, from memory of the device, a collection of stored images, the collection of stored images being images previously captured by the camera and stored in the memory of the device, each stored image comprising information related to a known threat previously determined via analysis of the previously captured images within the collection, the known threat based on a location range of a residence of a depicted individual in a respectively stored image to the location, wherein the collection of stored images has a maximum number that corresponds to processing power of the device;
• comparing, by the device, the determined characteristics extracted from the captured image with characteristics associated with images in the collection of stored images to identify a match with the known threat;
• determining, by the device, based on analysis of the captured image and the comparison based on the collection of stored images, an event to the location;
• and
• generating, by the device, an alert at the location based on a type of the alert, the alert indicating detection of the known threat.