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.

Date of Patent:
Oct. 27, 2020

Filed:

Feb. 13, 2019
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Laurent Boue, Petah Tikva, IL;

Michael Kemelmakher, Hod Hasharon, IL;

Ran Bittmann, Tel Aviv, IL;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/20 (2019.01); G06F 16/53 (2019.01); G06N 3/08 (2006.01); G06K 9/00 (2006.01); G08G 1/16 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00805 (2013.01); G06F 16/53 (2019.01); G06N 3/08 (2013.01); G06N 20/20 (2019.01); G08G 1/167 (2013.01);
Abstract

Techniques for implementing blind spots into neural network models are disclosed. In some example embodiments, a computer-implemented method comprises obtaining an image captured within a field of view of an image capture device and comprising an object of a particular type occupying a particular position within the field of view, and determining a confidence value for the object based on the particular position of the object using a neural network model. The confidence value represents a likelihood that the object is an object of interest, and the neural network model is trained to generate lower confidence values for objects of the particular type when the objects of the particular type are occupying the particular position than when the objects of the particular type are not occupying the particular position.


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