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. 18, 2023
Filed:
Jul. 25, 2018
3m Innovative Properties Company, St. Paul, MN (US);
Muhammad J. Afridi, Woodbury, MN (US);
Elisa J. Collins, Oakdale, MN (US);
Jonathan D. Gandrud, Woodbury, MN (US);
James W. Howard, Circle Pines, MN (US);
Arash Sangari, Frisco, TX (US);
James B. Snyder, Minneapolis, MN (US);
3M Innovative Properties Company, St. Paul, MN (US);
Abstract
Systems and methods for image recognition are provided. A style-transfer neural network is trained for each real image to obtain a trained style-transfer neural network. The texture or style features of the real images are transferred, via the trained style-transfer neural network, to a target image to generate styled images which are used for training an image-recognition machine learning model (e.g., a neural network). In some cases, the real images are clustered and representative style images are selected from the clusters.