ALEXANDRIA, Va., Sept. 23 -- United States Patent no. 12,423,209, issued on Sept. 23, was assigned to Snap Inc. (Santa Monica, Calif.).
"Optimized ML model loading using predicted usage and device state" was invented by Lucas Rangit Magasweran (Berlin) and Piotr Gurgul (Hergiswil, Switzerland).
According to the abstract* released by the U.S. Patent & Trademark Office: "Loading and unloading of ML models into an ML model cache or system memory of an electronic eyewear device is managed based on which applications are active or available and predicted activities. Sensor inputs are processed to detect whether the electronic eyewear device has moved or is predicted to move and new ML models are downloaded based on updated location information...