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:
Sep. 21, 2021
Filed:
Apr. 03, 2020
Shallow.ai Inc., Los Altos, CA (US);
Ahmet Karakas, Palo Alto, CA (US);
shallow.AI Inc., Los Altos, CA (US);
Abstract
A machine learning system extracts features from images. A system and method predicts appearance type, attractiveness, gender, or ethnicity from a facial image. In a machine learning approach, predictor training is performed by using known data sets containing the classification information for a given facial image into the desired categories. When a new image is presented, the system applies this info to the new image. The training can be performed continuously while the system is being presented with new images and corrective results in a feedback loop. In another machine learning approach, a generative adversarial network is used to predict the desired categories based on the given facial image.