Machine learning in agricultural planting, growing, and harvesting contexts

Number of patents in Portfolio can not be more than 2000

United States of America

PATENT NO 12243112
APP PUB NO 20240127367A1
SERIAL NO

18456129

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Abstract

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A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

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Patent Owner(s)

  • INDIGO AG, INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Abramson, Steve Waltham, US 5 171
Allen, Ben Cedar Park, US 10 162
Allen, Mark Sydney, AU 138 4516
Bachner, Daniel Sao Paulo, BR 4 158
Becco, Carlos Buenos Aires, AR 4 158
Berendes, Robert Riehen, CH 14 222
Brummitt, Charles David Cambridge, US 6 159
Crane, Jeremy Boston, US 3 158
Creagh, Dan Chicago, US 3 158
Derossi, Fernando Boston, US 3 158
Flaherty, Andrea Lee North Grafton, US 3 158
Hennek, Jonathan Medford, US 13 211
Jeck, Eric Michael San Mateo, US 14 222
Keating, Gerard Winchester, US 3 158
Knight, Barry Loyd Cordova, US 14 222
Lambert, Jordan Cambridge, US 3 158
Lamont, Ewan Charlestown, US 3 158
Leist, Casey James Cambridge, US 4 158
Lowenthal, Rob Brooklyn, US 3 158
Meunier, Marc-Cedric Joseph Dover, US 3 158
Moores, Lauren Charlestown, US 3 158
Moscardini, Chris Amesbury, US 3 158
Pate, William Kingston, US 3 158
Perry, David Patrick Boston, US 14 222
Rajdev, Neal Hitesh Lincoln, US 14 222
Raymond, Rachel Ariel Arlington, US 15 222
Shankar, Jyoti Charlestown, US 8 206
Sinha, Naveen Neil Somerville, US 6 199
Tadi, Pranav Ram Corona, US 3 158
Trivisvavet, Ponsi Lexington, US 6 158
von, Maltzahn Geoffrey Albert Boston, US 14 222
Weisman, David Somerville, US 11 538
Wong, Justin Y H Boston, US 6 176

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