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:
Mar. 15, 2022
Filed:
Dec. 05, 2019
Applicant:
Sap SE, Walldorf, DE;
Inventors:
Johannes Hoehne, Berlin, DE;
Marco Spinaci, Berlin, DE;
Assignee:
SAP SE, Walldorf, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06F 16/51 (2019.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 40/53 (2020.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); G06F 16/51 (2019.01); G06K 9/6268 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06F 40/53 (2020.01); G06K 2209/013 (2013.01);
Abstract
In some embodiments, a method inputs a set of images into a network and trains the network based on a classification of the set of images to one or more characters in a set of characters. The method obtains a set of encodings for the one or more characters based on a layer of the network that restricts the output of the layer to a number of values. Then, the method stores the set of encodings for the one or more characters, wherein an encoding in the set of encodings is retrievable when a corresponding character is determined.