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.

Date of Patent:
Jan. 09, 2024

Filed:

Mar. 26, 2021
Applicant:

Sharper Shape Oy, Espoo, FI;

Inventors:

Jaroslavs Uljanovs, Helsinki, FI;

Vladislav Serkov, Helsinki, FI;

Assignee:

Sharper Shape Oy, Espoo, FI;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06F 17/18 (2006.01); G06F 18/21 (2023.01); G06F 18/2431 (2023.01);
U.S. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 17/18 (2013.01); G06F 18/217 (2023.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01);
Abstract

A method for creating training data for an artificial intelligence system to classify hyperspectral data. The method including receiving a hyperspectral image from a data source, wherein the hyperspectral image includes a first pixel group associated with a first classification, forming from the hyperspectral image a first augmented image using a first augmentation algorithm and a second augmented image using a second augmentation algorithm, selecting a first group of sample pixels from the hyperspectral image, the first augmented image and the second augmented image, wherein each pixel of the selected first group of sample pixels is having an association with the first classification or with a second classification and providing the selected first group of sample pixels and the associated classifications of each pixel for an artificial training system to be used as a training data.


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