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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 12010939 B1

PDFFull Text
Date of Patent:
Jun. 18, 2024

Filed:

Aug. 23, 2023

Systems and methods to predict harvest cycles using neural networks

Applicant:

Gamaya SA, Etoy, CH;

Inventors:

Evgeny Bogdanov, Aristau, CH;

Denys Marian Henri Lamotte, Lausanne, CH;

Assignee:
Attorney:

Cooley LLP

Primary Examiner:

Christopher J Novosad

Int. Cl.
CPC ...
A01B 79/00 (2006.01); A01B 79/02 (2006.01); G06N 3/044 (2023.01); G06V 10/82 (2022.01); G06V 20/10 (2022.01); G06V 20/13 (2022.01);
U.S. Cl.
CPC ...
A01B 79/005 (2013.01); A01B 79/02 (2013.01); G06N 3/044 (2023.01); G06V 10/82 (2022.01); G06V 20/13 (2022.01); G06V 20/188 (2022.01);
Abstract

A method according to an embodiment includes receiving, at one or more processors, satellite image data, temperature measurement data, precipitation measurement data, and one or more agronomic parameters, associated with an agricultural land segment. The method also includes predicting, using the one or more processors and a first neural network, a biomass value associated with the agricultural land segment. The method also includes predicting, using the one or more processors and a second neural network, a sugar content value associated with the agricultural land segment. The method also includes predicting, using the one or more processors, a total sugar value associated with the agricultural land segment. Optionally, the method also includes optimizing harvest dates for a plurality of agricultural land segments that includes the agricultural land segment, based on one or more constraints.

Find Patent Forward Citations

Bogdanov, Evgeny. (2024). Systems and methods to predict harvest cycles using neural networks (U.S. Patent No. 12010939). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12010939

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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