Artificial Intelligence

This section introduces AI applications, including the RKNN and RKLLM toolchains, the RKNN Model Zoo examples, and common model deployment workflows.

📄️ 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 Model Zoo

📄️ RKLLM Installation

Start the journey of efficient deployment of intelligent language models with RKLLM installation, bringing technology and human intelligence together

📄️ RKLLM Usage and Deploy LLM

Efficient hardware acceleration of large language models using RKLLM technology for a new chapter in intelligent dialogue

📄️ RKNN Quick Example

📄️ Simulate YOLOv5 Segmentation Inference

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

📄️ Deploy YOLOv5 Object Detection on the Board

📄️ Deploy YOLOv8 Object Detection on the Board

Deploying YOLOv8 on the RK3588 board side opens a new era of intelligent target detection, allowing technology and humanistic care to merge perfectly in accurate identification

📄️ 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