公开(公告)号：US20240273717A1

公开(公告)日：2024-08-15

申请号：US18439588

申请日：2024-02-12

申请人： Monsanto Technology LLC

发明人： Tanmay AGARWAL ,  Joshua DEAN ,  Michael Joseph FRANK ,  Balathasan GIRITHARAN ,  Patricio S. LA ROSA ARAYA ,  Andrew MUEHLFELD ,  Alexander Harry SHERIDAN ,  Zachary Kevin STRAATMANN ,  Dimitris ZERMAS

IPC分类号： G06T7/00 ,  G06V10/764 ,  G06V10/82 ,  G06V20/10

CPC分类号： G06T7/0012 ,  G06V10/764 ,  G06V10/82 ,  G06V20/188 ,  G06T2207/20021 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20132 ,  G06T2207/30188

摘要： Systems and methods are provided for identifying rogue plants in an agricultural field. One example computer-implemented system includes accessing data specific to an agricultural field, where the data includes an image of the field captured, by at least one capture device, during a particular growth stage of a crop in the field. The method also includes applying a trained classifier model to the sub-images from the image and classifying, using the trained classifier model, each of the multiple plants included in the sub-images as a rogue plant or as not a rogue plant.

公开(公告)号：US20210092900A1

公开(公告)日：2021-04-01

申请号：US17037547

申请日：2020-09-29

申请人： Monsanto Technology LLC

发明人： Adrian A.W. CARTIER ,  Fei CHEN ,  Mackenzie A. KOLBET ,  Patricio S. LA ROSA ARAYA ,  E. Scott MORRIS ,  Alexander H. SHERIDAN ,  Vallapakrishna SREERAM

IPC分类号： A01D41/127 ,  G05B19/4155 ,  A01D46/30 ,  A01D45/02

摘要： Systems and methods are provided for adapting picker yield data collected by pickers (e.g., ear pickers, combines, etc.) to account for errors in calibration of the pickers. One exemplary computer-implemented method includes accessing data for a field harvested by multiple pickers, wherein the accessed data includes yield data for the field received from of the pickers, and determining a mass differential for a crop harvested by the pickers from the field. When the mass differential exceeds a threshold, the method then further includes calculating a normalization factor for at least one pair of the pickers, calculating a scaling factor associated with one of the pickers of the at least one pair of the pickers based on the normalization factor, and applying the scaling factor to the yield data received from the pickers such that the yield data is normalized.