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. 06, 2021
Filed:
Apr. 20, 2018
Toyota Research Institute, Inc., Los Altos, CA (US);
The Regents of the University of Michigan, Ann Arbor, MI (US);
Michael Robert Anderson, Northville, MI (US);
Thomas Friedrich Wenisch, Ann Arbor, MI (US);
German Ros Sanchez, San Francisco, CA (US);
Toyota Research Institute, Inc., Los Altos, CA (US);
The Regents of The University of Michigan, Ann Arbor, MI (US);
Abstract
System, methods, and other embodiments described herein relate to improving querying of a visual dataset of images through implementing system-aware cascades. In one embodiment, a method includes enumerating a set of cascade classifiers that are each separately comprised of transformation modules and machine learning modules arranged in multiple pairs. Classifiers of the set of cascade classifiers are configured to extract content from an image according to a query. The method includes selecting a query classifier from the set of cascade classifiers based, at least in part, on system costs that characterize computational resources consumed by the classifiers of the set of cascade classifiers. The computational resources include at least data handling costs. The method includes identifying content within the image using the query classifier.
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