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:
Jun. 29, 2021
Filed:
Aug. 05, 2019
Agora Lab, Inc., Santa Clara, CA (US);
Sheng Zhong, Santa Clara, CA (US);
Shifu Zhou, Shanghai, CN;
Agora Lab, Inc., Santa Clara, CA (US);
Abstract
A method of training a generator G of a Generative Adversarial Network (GAN) includes generating a real contextual data set {x, . . . , x} for a high resolution image Y; generating a generated contextual data set {g, . . . , g} for a generated high resolution image G(Z); calculating a perceptual loss Lvalue using the real contextual data set {x, . . . , x} and the generated contextual data set {g, . . . , g}; and training the generator G using the perceptual loss Lvalue. The generated high resolution image G(Z) is generated by the generator G of the GAN in response to receiving an input Z, where the input Z is a random sample that corresponds to the high resolution image Y.