US 11,797,725 B2
Intelligent imagery
Murat Yasar, West Hartford, CT (US); Kelly D. Fisher, Wethersfield, CT (US); Brototi Paul, Glastonbury, CT (US); Jerrod K. Bowman, West Hartford, CT (US); Cathy J. Miller, Windsor, CT (US); and Sara M. Nunez, East Longmeadow, MA (US)
Assigned to THE TRAVELERS INDEMNITY COMPANY, Hartford, CT (US)
Filed by The Travelers Indemnity Company, Hartford, CT (US)
Filed on Nov. 30, 2021, as Appl. No. 17/537,964.
Application 17/537,964 is a continuation of application No. 16/547,813, filed on Aug. 22, 2019, granted, now 11,222,464.
Prior Publication US 2022/0092851 A1, Mar. 24, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 30/13 (2020.01); G06T 17/05 (2011.01); G06N 5/04 (2023.01); G06N 20/20 (2019.01); G06T 7/70 (2017.01); G06N 20/00 (2019.01); G06V 20/10 (2022.01); G06F 18/22 (2023.01); G06F 18/214 (2023.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 10/44 (2022.01); G06V 20/64 (2022.01)
CPC G06F 30/13 (2020.01) [G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 7/70 (2017.01); G06T 17/05 (2013.01); G06V 10/44 (2022.01); G06V 10/764 (2022.01); G06V 10/774 (2022.01); G06V 20/176 (2022.01); G06V 20/64 (2022.01); G06T 2200/08 (2013.01); G06T 2200/24 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30184 (2013.01)] 19 Claims
OG exemplary drawing
 
1. A method, comprising:
applying, by a processing system, a building detection model to identify a footprint of a building based on a first dataset;
applying, by the processing system, a building characterization model to identify one or more derived characteristics of the building based on the footprint;
determining, by the processing system, a building area based on the footprint and at least one of the one or more derived characteristics of the building;
creating, by the processing system, a record comprising an indicator of a geographic area, the building area, and the one or more derived characteristics of the building;
generating, by the processing system, a processing request based on the record;
accessing, by the processing system, a third-party data source comprising a plurality of property data associated with the geographic area;
determining, by the processing system, a plurality of property boundaries associated with the building based on the property data;
identifying, by the processing system, one or more property features within the property boundaries based on the first dataset;
comparing, by the processing system, the one or more derived characteristics of the building with one or more corresponding values of the property data;
identifying, by the processing system, a mismatch between the one or more derived characteristics of the building and the one or more corresponding values of the property data; and
outputting, by the processing system, a data accuracy verification request based on the mismatch.