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:
Feb. 22, 2022
Filed:
Jul. 23, 2019
Melanie S. Subbiah, San Francisco, CA (US);
Jamie R. Lesser, San Francisco, CA (US);
Nicholas E. Apostoloff, San Jose, CA (US);
Melanie S. Subbiah, San Francisco, CA (US);
Jamie R. Lesser, San Francisco, CA (US);
Nicholas E. Apostoloff, San Jose, CA (US);
Apple Inc., Cupertino, CA (US);
Abstract
A method that includes obtaining real training samples that include real images that depict real objects, obtaining simulated training samples that include simulated images that depict simulated objects, defining a training dataset that includes at least some of the real training samples and at least some of the simulated training samples, and training a machine learning model to detect subject objects in unannotated input images using the training dataset.