Patent ID: 11935219
Assignee: ALLSTATE INSURANCE COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. The intelligent prediction system of claim 1, wherein the machine readable instructions further cause the intelligent prediction system to perform at least the following when executed by the one or more processors:
receive from a user one or more uploaded images of at least a property;
identify each received image as corresponding to at least one predetermined class;
identify a property part for each received image associated with the at least one predetermined class defining an exterior portion of the property;
identify, using the neural network model, an area of damage for each received image associated with the at least one predetermined class defining the exterior portion of the property;
automatically define, using the neural network model, an overlap between a part mask associated with the identified property part and a damage mask associated with the identified area of damage for each received image associated with the at least one predetermined class defining the exterior portion of the property;
generate an automatically annotated image based on the overlap in which an annotation is disposed to surround the overlap as a damaged part mask;
identify, using the neural network model, a damaged property part based on the automatically annotated image and the damaged part mask; and
generate an automated damage estimation determination based on the identified damaged property part.