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:
Nov. 26, 2019
Filed:
Jul. 27, 2017
Disney Enterprises, Inc., Burbank, CA (US);
Miquel Angel Farré Guiu, Bern, CH;
Marc Junyent Martin, Barcelona, ES;
Matthew C. Petrillo, Sandy Hook, CT (US);
Monica Alfaro Vendrell, Barcelona, ES;
Pablo Beltran Sanchidrian, Barcelona, ES;
Avner Swerdlow, Los Angeles, CA (US);
Katharine S. Ettinger, Santa Monica, CA (US);
Evan A. Binder, Calabasas, CA (US);
Anthony M. Accardo, Los Angeles, CA (US);
Disney Enterprises, Inc., Burbank, CA (US);
Abstract
Systems, methods, and articles of manufacture to perform an operation comprising processing, by a machine learning (ML) algorithm and a ML model, a plurality of images in a first dataset, wherein the ML model was generated based on a plurality of images in a training dataset, receiving user input reviewing a respective set of tags applied to each image in the first data set as a result of the processing, identifying, based on a first confusion matrix generated based on the user input and the sets of tags applied to the images in the first data set, a first labeling error in the training dataset, determining a type of the first labeling error based on a second confusion matrix, and modifying the training dataset based on the determined type of the first labeling error.