US Patent Issued to Axon Enterprise on Sept. 15 for "Rapid deployment machine learning system" (Washington Inventors)

ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,671, issued on Sept. 15, was assigned to Axon Enterprise Inc. (Scottsdale, Ariz.).

"Rapid deployment machine learning system" was invented by Avi R. Geiger (Seattle) and Leo Dirac (Seattle).

According to the abstract* released by the U.S. Patent & Trademark Office: "A machine learning system may be deployed with a less-than-optimal classification system, but may include a human in the loop system to rapidly assist in classification and deployment. The human's input may be returned as a response to a query and may also be stored for re-training the machine learning system. With a rapid human response, a machine learning system may be deployed and may "learn" over time. A multi-st...