Patent ID: 11900580
Assignee: X DEVELOPMENT LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method comprising:
receiving a request for a damage propensity score for a parcel, the request specifying responsive to an occurrence of a real-time hazard event;
receiving hazard event data for the real-time hazard event, the hazard event data comprising a current set of hazard conditions of the real-time hazard event and including a degree of exposure of the parcel to the real-time hazard event;
receiving imaging data for the parcel, wherein the imaging data comprises street-view imaging data of the parcel;
extracting, by a machine-learned model comprising a plurality of classifiers and using object recognition, characteristics of a plurality of vulnerability features for the parcel from the imaging data, the plurality of vulnerability features comprising structures and vegetation;
determining, by the machine-learned model and from the characteristics of the plurality of vulnerability features and in response to the hazard event data for the real-time hazard event, the damage propensity score for the parcel, the damage propensity score indicating a measure of risk to the parcel including the characteristics of the plurality of vulnerability features of damage due to the real-time hazard event; and
providing a representation of the damage propensity score for the parcel responsive to the real-time hazard event for display.