CPC G08B 31/00 (2013.01) [A01G 23/00 (2013.01); G06F 16/29 (2019.01); G06F 16/587 (2019.01); G06F 18/25 (2023.01); G06T 7/0002 (2013.01); G06T 7/50 (2017.01); G06T 7/75 (2017.01); G06T 17/05 (2013.01); G06V 20/176 (2022.01); G06V 20/188 (2022.01); G08B 17/005 (2013.01); G08B 17/12 (2013.01); G06T 2207/10032 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/30184 (2013.01); G06T 2207/30188 (2013.01)] | 20 Claims |
1. A system, comprising:
a processing device; and
a memory device in communication with the processing device, the memory device storing instructions that when executed by the processing device result in:
accessing a first dataset comprising aerial imagery data and infrared data associated with a geographic area;
accessing a second dataset comprising property boundary data associated with the geographic area;
identifying a plurality of property boundaries associated with the geographic area;
applying a building detection model to identify a building based on the first dataset and constrained by the property boundaries;
applying a vegetation detection model to identify one or more vegetation areas based on the first dataset and constrained by the property boundaries;
identifying a moisture content of the one or more vegetation areas based on the infrared data;
determining an estimated distance between each of the one or more vegetation areas and the building as separation data;
comparing the separation data to a defensible space guideline to determine a defensible space adherence score;
determining a fire risk adjustment based on the moisture content; and
generating a wildfire risk map comprising the defensible space adherence score associated with the geographic area, wherein the wildfire risk map incorporates the fire risk adjustment.
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