Invention Grant
- Patent Title: Method for prediction of soil and/or plant condition
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Application No.: US15853466Application Date: 2017-12-22
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Publication No.: US11432469B2Publication Date: 2022-09-06
- Inventor: Bernd Reimann , Alexandre Heili , Dhiraj Mohan , José Deboni
- Applicant: HEXAGON TECHNOLOGY CENTER GMBH
- Applicant Address: CH Heerbrugg
- Assignee: HEXAGON TECHNOLOGY CENTER GMBH
- Current Assignee: HEXAGON TECHNOLOGY CENTER GMBH
- Current Assignee Address: CH Heerbrugg
- Agency: Maschoff Brennan
- Priority: EP16206777 20161223
- Main IPC: A01G7/00
- IPC: A01G7/00 ; G06N20/00 ; G06Q10/06 ; G06Q50/02 ; A01B79/00 ; G06N5/04 ; A01G25/16

Abstract:
A method and system for predicting soil and/or plant condition in precision agriculture with a classification of measurement data for providing an assignment of a measurement parcel to classes of interest. The assignment is used for providing action recommendations, particularly in real time or close to real time, to a farmer and/or to an agricultural device based on acquired measurement data, particularly remote sensing data, and wherein a classification model is trained by a machine learning algorithm, e.g. relying on deep learning for supervised and/or unsupervised learning, and is potentially continuously refined and adapted thanks to a feedback procedure.
Public/Granted literature
- US20180177136A1 METHOD FOR PREDICTION OF SOIL AND/OR PLANT CONDITION Public/Granted day:2018-06-28
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