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:
Dec. 06, 2022
Filed:
Sep. 21, 2018
Hewlett-packard Development Company, L.p., Spring, TX (US);
Rochester Institute of Technology, Rochester, NY (US);
Darrel D. Cherry, Boise, ID (US);
Renee J. Jessome, Boise, ID (US);
Richard E. Maggard, Boise, ID (US);
Daniel Siddall, Boise, ID (US);
Yeshwanth Raja, Rochester, NY (US);
Eli Saber, Rochester, NY (US);
Hewlett-Packard Development Company, L.P., Spring, TX (US);
Rochester Institute of Technology, Rochester, NY (US);
Abstract
An example of an apparatus including a communication interface to receive an image file is provided. The image file represents a scanned image of a output generated by a printing device. The apparatus further includes an identification engine to process the image file with a convolutional neural network model to identify a feature. The feature may be indicative of a potential failure. The apparatus also includes an image analysis engine to indicate a life expectancy of a part associated with the potential failure based on the feature. The image analysis engine uses the convolutional neural network model to determine life expectancy.