YOLOv8n

Aina, a new open-source tool, lets developers upload an ONNX model, autotune it for specific edge hardware, and deploy it across a fleet with a single API and CLI, eliminating the manual per-device SS…

A developer built a real-time YOLOv8n UAV detection pipeline on the Rockchip RK3588S SoC that runs at 46 FPS using all three NPU cores, saturating the camera's frame rate. The pipeline uses only ~140 …