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. 21, 2025

Filed:

Jun. 18, 2021
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventor:

Andres Mauricio Munoz Delgado, Weil der Stadt, DE;

Assignee:

ROBERT BOSCH GMBH, Stuttgart, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01); G06N 3/088 (2023.01); G06T 7/00 (2017.01); G06V 10/70 (2022.01); G06V 10/82 (2022.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06N 3/088 (2013.01); G06T 7/0004 (2013.01); G06V 10/82 (2022.01); G06V 10/87 (2022.01);
Abstract

A method for measuring the sensitivity of a classifier. The method includes: at least one input data set, including image data, is provided; an initial class assignment is ascertained for the at least one input data set with the aid of the classifier; a predefined number of different faults is ascertained from the input data set based on the objectives, in that a modification of the input data set formed by the joint application of all of these faults is mapped by the classifier to a class assignment, which differs from the initial class assignment according to the stipulation of a predefined criterion; while a modification of the input data set formed by applying only one of these faults is mapped by the classifier to a class assignment, which corresponds to the initial class assignment according to the stipulation of the predefined criterion.


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