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

Claim 17:
18. The method of claim 16, further comprising:
receiving from a user one or more uploaded images of at least a property;
identifying each received image as corresponding to at least one predetermined class;
identifying a property part for each received image associated with the at least one predetermined class defining an exterior portion of the property;
identifying, 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 defining, 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;
generating an automatically annotated image based on the overlap in which an annotation is disposed to surround the overlap as a damaged part mask;
identifying, using the neural network model, a damaged property part based on the automatically annotated image and the damaged part mask; and
generating an automated damage estimation determination based on the identified damaged property part.