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

Claim 10:
11. The method of claim 1, further comprising:
generating training data for the machine-learned model, the generating comprising:
receiving, for a hazard event, a plurality of parcels located within a proximity of the hazard event, wherein each parcel of the plurality of parcels received at least a threshold exposure to the hazard event;
receiving, for each parcel of the plurality of parcels, imaging data for the parcel, wherein the imaging data comprises street-view imaging data; and
extracting, from the imaging data, characteristics of a plurality of vulnerability features for a first subset of parcels of the plurality of parcels that did not burn and for a second subset of parcels of the plurality of parcels that did burn during the hazard event; and

providing, to a machine-learned model, the training data.