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:
Jul. 14, 2026
Filed:
Mar. 21, 2024
Nxp B.v., Eindhoven, NL;
Jolijn Gert Marieke Janine Martens, Eindhoven, NL;
Frederik Dirk Schalij, Eindhoven, NL;
Wilhelmus Petrus Adrianus Johannus Michiels, Reusel, NL;
NXP B.V., Eindhoven, NL;
Abstract
A method is provided for visualizing a classification prediction by a machine learning model of a first image. A second image having similar features to the first image is chosen from a training data set used to train the machine learning model. A localization map is generated to show a location of similar features between the first and second images. The localization map includes a gradient of features toward a particular class to determine a relevance of the features determined to be mutually similar with respect to the particular class. The features not mutually similar with respect to the particular class are excluded from the localization map. The localization map is overlaid with the second image. A visualization of mutual class important features between the first and second images is generated from the overlay. The method may be implemented in a computer program having instructions executable by a processor.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile