US Patent 11861514 Using machine learning algorithms to prepare training datasets
Patent 11861514 was granted and assigned to Luminex Corporation on January, 2024 by the United States Patent and Trademark Office.
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US Patent 11861514 Using machine learning algorithms to prepare training datasets
Article
Patent 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.
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Patent Applicant
Current Assignee
Patent Jurisdiction
Patent Number
Patent Inventor Names
Artiom Zayats0
Bryan Richard Davidson0
Michael C. Riedel0
Vidya Venkatachalam0
Date of Patent
January 2, 2024
0Patent Application Number
170162440
Date Filed
September 9, 2020
0Patent Citations
Patent Primary Examiner
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