Patent ID: 11922509
Assignee: INSURANCE SERVICES OFFICE, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system for predicting damage to a structure, comprising:
a memory storing one or more aerial images; and
a processor in communication with the memory, the processor:
receiving an indication of a geospatial region of interest from a user;
retrieving one or more aerial images associated with the region of interest from the memory;
processing the one or more aerial images using a machine learning algorithm to extract one or more attributes of a structure within the region of interest;
retrieving weather data associated with the region of interest from a weather database;
determining a likelihood of damage to the structure based on the one or more extracted attributes and the weather data associated with the region of interest;

transmitting a data package which includes the likelihood of damage to the structure; and
displaying said data package in a graphical user interface, said graphical user interface displaying said geospatial region of interest in a project map, said project map displaying a property corresponding to the structure as a point within the geospatial region of interest, said point selectable by a user of the graphical user interface to cause a property information window to be displayed in said graphical user interface in response to selection of the point by the user, said property information window including information about the property and a weather event corresponding to the property,
wherein said project map includes a plurality of user-selectable display layers selectable by toggling each of said user-selectable display layers on or off, wherein at least one of the plurality of user-selectable display layers includes a graphical depiction of the weather event overlaid on the property.