US 11,710,196 B2
Information translation in an online agricultural system
David Patrick Perry, Memphis, TN (US); Barry Loyd Knight, Cordova, TN (US); Eric Michael Jeck, San Mateo, CA (US); Rachel Ariel Raymond, Memphis, TN (US); Neal Hitesh Rajdev, Lincoln, MA (US); Geoffrey Albert von Maltzahn, Boston, MA (US); Robert Berendes, Riehen (CH); Nathan Post, Cambridge, MA (US); Philip Gabriel Sheets-Poling, Arlington, MA (US); Rodney Connor, Dwight, IL (US); and Jonathan Hennek, Medford, MA (US)
Assigned to INDIGO AG, INC., Boston, MA (US)
Filed by Indigo Ag, Inc., Boston, MA (US)
Filed on Apr. 24, 2019, as Appl. No. 16/393,329.
Claims priority of provisional application 62/662,209, filed on Apr. 24, 2018.
Claims priority of provisional application 62/668,247, filed on May 7, 2018.
Claims priority of provisional application 62/703,846, filed on Jul. 26, 2018.
Prior Publication US 2019/0325492 A1, Oct. 24, 2019
Int. Cl. G06Q 50/02 (2012.01); G06Q 10/0631 (2023.01); G06Q 30/0202 (2023.01); G06F 3/0482 (2013.01); G06Q 10/087 (2023.01); G06Q 30/0601 (2023.01); G01W 1/10 (2006.01); G06Q 10/0832 (2023.01); G06Q 10/0833 (2023.01); G06Q 10/0835 (2023.01); G08G 1/0968 (2006.01); G06Q 10/0834 (2023.01); G06Q 10/0836 (2023.01); G06Q 30/0201 (2023.01); G06N 20/00 (2019.01); G06F 9/451 (2018.01); G06Q 30/0283 (2023.01); G06Q 40/04 (2012.01); G06V 20/10 (2022.01); G05D 1/02 (2020.01); G06Q 50/30 (2012.01); G16Y 10/05 (2020.01)
CPC G06Q 50/02 (2013.01) [G01W 1/10 (2013.01); G05D 1/0214 (2013.01); G06F 3/0482 (2013.01); G06F 9/451 (2018.02); G06N 20/00 (2019.01); G06Q 10/06315 (2013.01); G06Q 10/087 (2013.01); G06Q 10/0832 (2013.01); G06Q 10/0833 (2013.01); G06Q 10/0836 (2013.01); G06Q 10/08345 (2013.01); G06Q 10/08355 (2013.01); G06Q 30/0202 (2013.01); G06Q 30/0206 (2013.01); G06Q 30/0283 (2013.01); G06Q 30/0605 (2013.01); G06Q 30/0641 (2013.01); G06Q 40/04 (2013.01); G06V 20/188 (2022.01); G08G 1/096805 (2013.01); G06Q 50/30 (2013.01); G16Y 10/05 (2020.01)] 23 Claims
OG exemplary drawing
 
1. A method comprising:
accessing historic and current satellite image data corresponding to one or more locations;
performing an image analysis operation on the accessed satellite image data to determine a type and capacity of production facilities for unprocessed crop products at the one or more locations, and to determine historical crop information and current crop information associated with the one or more locations;
generating a training set of data comprising the determined type and capacity of production facilities, the historic crop information, and the current crop information based on the image analysis operation performed on the satellite image data;
training, by one or more processors, a machine-learning model using the training set of data, the machine-learning model configured to predict a future price for a crop product based at least in part on current satellite image data;
receiving, from each of a plurality of crop producers, a first request to list a crop product within an online agricultural system, each first request identifying a first type of the crop product, a first quantity of the crop product, a first location of the crop product, and a first price of the crop product;
receiving, from a prospective acquiring entity, a second request to acquire a crop product within the online agricultural system, the second request identifying a second type of the crop product, a second quantity of the crop product, a second location to which the crop product is to be delivered, and a second price of the crop product;
applying, for each first request, the machine-learning model to crop information comprising satellite image data for one or more regions including the first location or the second location to predict a future price for processing of the first crop product into the second type of the crop product;
and
modifying an interface corresponding to the second type of the crop product displayed by a client device of the prospective acquiring entity to include the future prices corresponding to a first crop product of one or more first requests.