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:
Jul. 15, 2025

Filed:

Oct. 17, 2022
Applicant:

Rolls-royce Plc, London, GB;

Inventor:

Andrew J Keane, Southampton, GB;

Assignee:

ROLLS-ROYCE plc, London, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G06N 3/045 (2023.01); G06T 2207/20084 (2013.01); G06T 2207/30164 (2013.01);
Abstract

A computer implemented method of assessing the suitability of a component, including: utilising a Conditional Generative Adversarial Network (cGAN), the cGAN network having an input, a generator and a discriminator; obtaining images or scans of manufactured components for both acceptable and non-acceptable components; training the discriminator of the cGAN with the images representing the acceptable and non-acceptable scans or images of a manufactured component; scanning or imaging a component to be assessed; and inputting the image or scan of a component to be assessed into the discriminator of the cGAN, wherein the output of the discriminator assesses if the scan or image is acceptable for use or not.


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