US 12,005,281 B2
Fire monitoring
Ali Tohidi, Menlo Park, CA (US); Nicholas McCarthy, Menlo Park, CA (US); Yawar Aziz, Menlo Park, CA (US); Nicole Hu, Mountain View, CA (US); Ahmad Wani, Mountain View, CA (US); and Timothy Frank, Stanford, CA (US)
Assigned to ONE CONCERN, INC., Menlo Park, CA (US)
Appl. No. 17/309,350
Filed by Ali Tohidi, Menlo Park, CA (US); Nicholas McCarthy, Menlo Park, CA (US); Yawar Aziz, Menlo Park, CA (US); Nicole Hu, Mountain View, CA (US); Ahmad Wani, Mountain View, CA (US); and Timothy Frank, Stanford, CA (US)
PCT Filed Nov. 19, 2019, PCT No. PCT/US2019/062215
§ 371(c)(1), (2) Date May 20, 2021,
PCT Pub. No. WO2020/106720, PCT Pub. Date May 28, 2020.
Application 17/309,350 is a continuation of application No. 16/197,503, filed on Nov. 21, 2018, granted, now 11,202,926.
Application 16/197,503 is a continuation of application No. 16/197,505, filed on Nov. 21, 2018, granted, now 11,660,480.
Application 16/197,505 is a continuation of application No. 16/197,547, filed on Nov. 21, 2018, granted, now 11,169,678.
Prior Publication US 2022/0016455 A1, Jan. 20, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G08B 17/00 (2006.01); A62C 3/02 (2006.01); G01W 1/10 (2006.01); G06F 16/587 (2019.01); G06F 16/9038 (2019.01); G06N 20/10 (2019.01)
CPC A62C 3/0271 (2013.01) [G01W 1/10 (2013.01); G06F 16/587 (2019.01); G06F 16/9038 (2019.01); G06N 20/10 (2019.01); G08B 17/005 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
accessing, by a computer system, a database to obtain values for a plurality of features associated with a fire in a geographical region, the plurality of features comprising one or more satellite images at a first resolution, each satellite image comprising a plurality of first cells associated with the geographical region, the first resolution defining a first size of each first cell;
generating a map of the geographical region, the map comprising a plurality of second cells having a second size, the second size being smaller than the first size, the map of the geographical region having a higher resolution than a resolution of the one or more satellite images;
estimating, using a machine-learning model, probability values for the second cells in the map based on the plurality of features, each probability value indicating if the second cell contains an active fire;
updating the map of the geographical region based on the probability values for the second cells; and
causing presentation of the map in a user interface.