Patents by Inventor Artiom Zayats

Artiom Zayats 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).

  • Using machine learning algorithms to prepare training datasets
    Patent number: 11861514
    Abstract: A computer system is configured to receive a dataset of image-derived features for a plurality of images, reduce the dimensionality of this dataset, identify clusters within the dimensionally-reduced dataset, and generate a visual representation of the datapoint of the dimensionally-reduced dataset as icons grouped by cluster. User input is received to apply user classification labels to the images for inclusion in a training dataset. A user interface is useable to present information to the user and receive information from the user to facilitate the application of user classification labels.
    Type: Grant
    Filed: September 9, 2020
    Date of Patent: January 2, 2024
    Assignee: Luminex Corporation
    Inventors: Bryan Richard Davidson, Vidya Venkatachalam, Artiom Zayats, Michael C. Riedel
  • USING MACHINE LEARNING ALGORITHMS TO PREPARE TRAINING DATASETS
    Publication number: 20210081822
    Abstract: A computer system is configured to receive a dataset of image-derived features for a plurality of images, reduce the dimensionality of this dataset, identify clusters within the dimensionally-reduced dataset, and generate a visual representation of the datapoint of the dimensionally-reduced dataset as icons grouped by cluster. User input is received to apply user classification labels to the images for inclusion in a training dataset. A user interface is useable to present information to the user and receive information from the user to facilitate the application of user classification labels.
    Type: Application
    Filed: September 9, 2020
    Publication date: March 18, 2021
    Inventors: Bryan Richard Davidson, Vidya Venkatachalam, Artiom Zayats, Michael C. Riedel