US Patent Issued on Nov. 11 for "Methods, systems, and non-transitory computer-readable storage medium for making referee decisions with machine learning in the sport of squash" (Washington Inventor)

ALEXANDRIA, Va., Nov. 11 -- United States Patent no. 12,469,284, issued on Nov. 11.

"Methods, systems, and non-transitory computer-readable storage medium for making referee decisions with machine learning in the sport of squash" was invented by Enqi Ma (Medina, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for making referee decisions is provided. The method includes: extracting, by a video analyzer, a plurality of position values from a video frame of squash; calculating, by the video analyzer, a plurality of distance values between the plurality of position values; training, by the video analyzer, a neural network using input values comprising the plurality of position values and the plura...