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:
Apr. 06, 2021
Filed:
Nov. 13, 2018
Amazon Technologies, Inc., Seattle, WA (US);
Amit Adam, Haifa, IL;
Oron Anschel, Haifa, IL;
Or Perel, Tel Aviv, IL;
Gal Sabina Star, Haifa, IL;
Omri Ben-Eliezer, Ramat Gan, IL;
Hadar Averbuch Elor, Ra'anana, IL;
Shai Mazor, Binyamina, IL;
Wendy Tse, Seattle, WA (US);
Andrea Olgiati, Gilroy, CA (US);
Rahul Bhotika, Bellevue, WA (US);
Stefano Soatto, Pasadena, CA (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques for grammar-based automated generation of annotated synthetic form training data for machine learning are described. A training data generation engine utilizes a defined grammar to construct a layout for a form, select key-value units to place within the layout, and select attribute variants for the key-value units. The form is rendered and stored at a storage location, where it can be provided along with other similarly-generated forms to be used as training data for a machine learning model.