Amazon Technologies, Inc.

Omri Ben-Eliezer

Andrea Olgiati

Rahul Bhotika

Stefano Soatto

Amit Adam

Shai Mazor

Oron Anschel

Hadar Averbuch Elor

Or Perel

Gal Sabina Star

Wendy Tse

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.

Grammar-based automated generation of annotated synthetic form training data for machine learning

Growing community of inventors

Ramat Gan, Israel

Omri Ben-Eliezer