Patents by Inventor Daniel Siddall

Daniel Siddall has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Part replacement predictions using convolutional neural networks
    Patent number: 11523004
    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.
    Type: Grant
    Filed: September 21, 2018
    Date of Patent: December 6, 2022
    Assignees: Hewlett-Packard Development Company, L.P., Rochester Institute of Technology
    Inventors: Darrel D. Cherry, Renee J. Jessome, Richard E. Maggard, Daniel Siddall, Yeshwanth Raja, Eli Saber
  • PART REPLACEMENT PREDICTIONS USING CONVOLUTIONAL NEURAL NETWORKS
    Publication number: 20210365311
    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.
    Type: Application
    Filed: September 21, 2018
    Publication date: November 25, 2021
    Applicants: Hewlett-Packard Development Company, L.P., Rochester Institute of Technology
    Inventors: Darrel D. Cherry, Renee J. Jessome, Richard E. Maggard, Daniel Siddall, Yeshwanth Raja, Eli Saber