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. 29, 2025
Filed:
Jun. 11, 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:
Int. Cl.
CPC ...
G06N 3/08 (2022.12); G06F 18/211 (2022.12); G06F 18/22 (2022.12); G06F 18/241 (2022.12); G06N 3/094 (2022.12); G06V 10/764 (2021.12); G06V 10/77 (2021.12); G06V 10/776 (2021.12); G06V 10/82 (2021.12);
U.S. Cl.
CPC ...
G06V 10/82 (2021.12); G06F 18/211 (2022.12); G06F 18/22 (2022.12); G06F 18/241 (2022.12); G06N 3/08 (2012.12); G06N 3/094 (2022.12); G06V 10/764 (2021.12); G06V 10/7715 (2021.12); G06V 10/776 (2021.12);
Abstract
Alteration of an input image to provide an interpretability of a trained classifier. The altered image may be determined by optimizing at least: a classification score of the altered image to reduce a distance between a classification of the altered image and a target classification, and a similarity score to reduce a distance between an average filter activation difference and a measure for a difference in filter activations between the input image and the altered image.