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.
Patent No.:
Date of Patent:
Jul. 16, 2024
Filed:
May. 03, 2022
Carmax Enterprise Services, Llc, Richmond, VA (US);
Samuel Martin Gottlieb, Grand Blanc, MI (US);
CARMAX ENTERPRISE SERVICES, LLC, Richmond, VA (US);
Abstract
A system includes memory devices storing instructions, and one or more processors configured to execute instructions performing method steps. The method may include training a generator, encoder, and discriminator of a synthetic image generation system to enable creation of synthetic images that comply with one or more image classification requirements. A generator and discriminator may be trained in an adversarial relationship. Training may be completed when the generator outputs a synthetic image that matches a target image beyond a first predetermined threshold of accuracy and the encoder outputs a latent feature vector that matches an input latent feature vector beyond a second predetermined threshold of accuracy. After training the system may be configured to generate synthetic images that comply with one or more image classification requirements.