Patents by Inventor Fabien Dutoit

Fabien Dutoit has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Apparatus and method for assessing a characteristic of a plant
    Patent number: 12039417
    Abstract: There is provided a method of assessing a characteristic of a plant (2), comprising: obtaining a training dataset, wherein the training dataset comprises first data characterising a first electrical signal obtained from a first plant during a first time period when a stressor is present in the first plant or a growth environment of the first plant, second data characterising a second electrical signal obtained from the first plant during a second time period when a stressor is not present in the first plant or the growth environment of the first plant, and third data indicative of a characteristic of the first plant during the first time period and a characteristic of the first plant during the second time period; training a machine learning model based upon the training dataset; obtaining a third electrical signal from a second plant; and assessing, using the trained machine learning model, a characteristic of the second plant based upon the third electrical signal.
    Type: Grant
    Filed: March 17, 2020
    Date of Patent: July 16, 2024
    Assignee: VIVENT SA
    Inventors: Caleb Carroll, Nigel Christopher Wallbridge, Nicholas Barker, Laura Raileanu, Fabien Dutoit, Marco Mazza, Cedric Camps, Daniel Tran, Carrol Annette Plummer
  • Apparatus and Method for Assessing a Characteristic of a Plant
    Publication number: 20200302338
    Abstract: There is provided a method of assessing a characteristic of a plant (2), comprising: obtaining a training dataset, wherein the training dataset comprises first data characterising a first electrical signal obtained from a first plant during a first time period when a stressor is present in the first plant or a growth environment of the first plant, second data characterising a second electrical signal obtained from the first plant during a second time period when a stressor is not present in the first plant or the growth environment of the first plant, and third data indicative of a characteristic of the first plant during the first time period and a characteristic of the first plant during the second time period; training a machine learning model based upon the training dataset; obtaining a third electrical signal from a second plant; and assessing, using the trained machine learning model, a characteristic of the second plant based upon the third electrical signal.
    Type: Application
    Filed: March 17, 2020
    Publication date: September 24, 2020
    Inventors: Caleb Carroll, Nigel Christopher Wallbridge, Nicholas Barker, Laura Raileanu, Fabien Dutoit, Marco Mazzo, Cedric Camps, Daniel Tran, Carrol Annette Plummer