ALEXANDRIA, Va., Nov. 3 -- United States Patent no. 12,784,439, issued on Nov. 3, was assigned to PRINCE MOHAMMAD BIN FAHD UNIVERSITY (Dhahran, Saudi Arabia).

"Multi-scale residual attention network for scene classification using aerial data" was invented by Muhammad Attique Khan (Dhahran, Saudi Arabia).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system and storage medium for alerting crop disease or pest infestation includes satellite-based and aerial remote imaging devices for capturing RGB images of the Earth and attach Earth location and date information to each RGB image. Machine learning processing circuitry includes a stem module to convert the RGB images into a high-dimensional feature map, and a...