Artificial Intelligence

This section introduces the conversion and deployment of AI models on Rockchip NPU, covering the usage guide of RKNN/RKLLM toolchain.

📄️ RKNN Installation

Start the journey of efficient inference of AI models on Rockchip NPU through RKNN installation, and feel the perfect fusion of technology and humanities

📄️ RKNN Quick Example

📄️ Deploy YOLOv5 Object Detection on the Board

📄️ Simulate YOLOv5 Segmentation Inference

Explore simulated inference of AI models with the RKNN toolkit and experience the efficiency and precision of intelligent image segmentation

📄️ RKNN Ultralytics YOLOv11

Deploying YOLOv11 on the RK3588/356X board side opens a new era of intelligent target detection, allowing technology and humanistic care to merge perfectly in accurate identification