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：US20240057506A1

公开(公告)日：2024-02-22

申请号：US18235761

申请日：2023-08-18

申请人： MONSANTO TECHNOLOGY LLC

发明人： Daniel Michael DUCKWORTH ,  Ganesh KUMAR ,  Raymond Scott LINDSEY ,  Alexander Harry SHERIDAN ,  Sreelatha SUNKUGARI ,  Ni WAN

IPC分类号： A01B79/00 ,  G06Q10/0639 ,  G06Q50/02

CPC分类号： A01B79/005 ,  G06Q10/06395 ,  G06Q50/02

摘要： Systems and methods for providing agricultural operation(s) for a crop, in manner consistent with a predicted quality of the crop are described. One example computer-implemented method includes accessing, by a computing device, data associated with a crop in a target field, where the data includes planting data for the crop and weather data for the target field, and correlating the weather data to each of a plurality of growth stages for the crop in the target field. The method then includes, prior to a harvest of the crop from the target field, determining, by the computing device, a quality of the crop in the target field, based on the correlated weather data and a quality model specific to a type of the crop, and directing at least one agricultural operation consistent with the determined quality of the crop in the target field.