US Patent Issued on Nov. 3 for "Method and apparatus for using an augmented sample set" (Texas Inventor)

ALEXANDRIA, Va., Nov. 3 -- United States Patent no. 12,784,420, issued on Nov. 3.

"Method and apparatus for using an augmented sample set" was invented by Ya-Jian Cheng (Frisco, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method and apparatus is provided for generating an augmented sample set for enriching a first training dataset for training a model. The method comprises: using data augmentation and corresponding labeling or using label augmentation to add a first augmented sample set to the first training dataset, wherein the data augmentation and corresponding labeling, or the label augmentation purposely puts a first distinguishing characteristic of a first part-of-interest or an associated l...