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. 14, 2025
Filed:
Apr. 27, 2022
Acronis International Gmbh, Schaffhausen, CH;
Sergey Ulasen, Saint-Petersburg, RU;
Alexander Snorkin, Moscow, RU;
Andrey Adaschik, Saint-Petersburg, RU;
Artem Shapiro, Dnipro, UA;
Vasyl Shandyba, Dnipro, UA;
Serg Bell, Costa del Sol, SG;
Stanislav Protasov, Singapore, SG;
Acronis International GmbH, Schaffhausen, CH;
Abstract
Disclosed herein are systems and method for classifying objects in an image using a color-based neural network. A method may include: training a neural network to classify an object in a given image into a color class from a set of color classes; determining, from the set of color classes, a subset of color classes that are anticipated to be in a received input image based on image metadata; generating a matched mask input indicating the subset; inputting both the input image and the matched mask input into the neural network, wherein the neural network is configured to: determine a first semantic embedding of the input image and the matched mask input; outputting a color class associated with a second semantic embedding with a least amount of distance to the first semantic embedding from a plurality of semantic embeddings.