reComputer AI Lab
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Tutorials

reComputer RK Series
  • Edge AI Computers
    • reComputer RK3576
      • Introduction
      • Getting Started
        • Hardware Connection
        • Configuration on First Boot
        • Resource Download Summary
        • Flash the OS
          • Install the System on a microSD Card
          • Install the System on an NVMe SSD
      • Interface Usage Guidelines
        • System Overview
        • Interface Usage
        • External AI Accelerators
          • Use Google Coral USB Accelerator with reComputer RK3576
          • Use DEEPX DX-M1 M.2 Accelerator with reComputer RK3576
          • Use a Hailo-8 M.2 Accelerator with reComputer RK3576
          • Use ASUS UGen300 USB AI Accelerator with reComputer RK3576
  • Configuration
  • Applications
    • Computer Vision
    • LLM Deployment
    • Nanobot with a Local LLM
    • VLM Deployment
  • Benchmarks
    • Computer Vision Benchmarks
    • LLM and VLM Benchmarks
reComputer R Series
  • Overview
  • Getting Started
    • Choose the Correct reComputer R Series Guide
    • Flash the OS and Complete First-Boot Checks
    • Verify the Hailo Accelerator and Runtime
  • Applications
    • Frigate NVR with Hailo and Home Assistant
reComputer J Series
  • Overview
  • Introduction
  • Platform Overview
    • Overview
    • What Is reComputer Jetson
    • NVIDIA Jetson Module
    • Seeed Jetson Compatible Carrier Board
    • Jetson Full System Series
    • Accessory Support
    • Application Scenarios
  • Basic Tools
    • Overview
    • Python and Programming Fundamentals
    • AI and ML
    • CUDA
    • TensorRT
    • PyTorch
    • TensorFlow
    • Docker
    • OpenCV with CUDA
    • ROS
    • NoMachine
    • Linux Terminal and Text Editors
    • Network and Wi-Fi
    • SSH Remote Access
    • VNC Remote Desktop
    • Remote File Transfer
    • Jtop and System Monitoring
    • Performance and Fan Control
    • Browser and Input Method
    • VS Code
    • JupyterLab
    • uv Python Environment Manager
    • Wi-Fi Adapter
    • SSD Expansion
    • CSI Camera
    • USB Camera
    • GPIO
    • UART Serial Communication
    • I2C Communication
    • Super 4xMipi CSI
    • Super Dual Ethernet
    • Super Chassis Extension
  • Computer Vision
    • Overview
    • Introduction to Computer Vision
    • How Computers Represent Images
    • Classical Computer Vision
    • Neural Networks and CNNs
    • Deep Learning Computer Vision Tasks
    • Train and Deploy Your Own Vision Model
    • Model Export and Edge Deployment
    • Real-Time Vision Pipeline Frameworks
    • DeepStream and Jetson
    • Frontier Vision Technologies and Outlook
    • Appendix AI NVR on reComputer
  • Large Model Development
    • Overview
    • Introduction to Large Language Models
    • Getting Started with Ollama
    • Running LLMs with llama.cpp
    • High-Performance Inference with vLLM
    • Jetson Examples Quick Start
    • Building ASR + LLM + TTS Pipeline
  • Generative AI
    • Overview
    • Introduction to Generative AI
    • Generative Adversarial Networks
    • Variational Autoencoders
    • Autoregressive Models and Generative Text Models
    • Transformer Models and Generative AI
    • Local Intelligent Q&A System
    • Image Generation Models and Diffusion Models
  • Robotics
    • Overview
    • Introduction to ROS
      • Overview of ROS and Environment Setup
      • Quick Experience with HelloWorld for ROS
      • ROS Architecture
      • ROS Communication Mechanism
      • Common ROS Commands
      • ROS Operation Management
      • Common Components and Features of ROS
      • TF Coordinate Transformation in ROS
    • ROS1 Noetic
      • Overview
      • ROS1 Basics
      • ROS1 Vision Applications
    • ROS2 Humble
      • Overview
      • ROS2 Foundations and Setup
      • ROS2 Core Communication
      • ROS2 Advanced Interfaces and Middleware
      • ROS2 Tools, Launch, and Visualization
      • ROS2 Simulation and Vision
    • Development with Physical ROS Robots
      • Get Started with ROS Robots
        • Overview of the ROS Robot System
        • Basic Motion Control Methods
      • Common Sensor Uses in Robots
        • Depth Camera Sensor
  • Optimization and Deployment
    • Overview
  • Practical Applications
    • Overview
    • Isaac ROS Environment and Setup
    • Depth Segmentation
    • DNN Stereo Depth
    • Free Space Segmentation
    • Image Rectification and Preprocessing
    • Image Segmentation
    • 3D Scene Reconstruction and Mapping
    • Object Detection
    • 3D Pose Estimation
    • Visual SLAM
    • A-LOAM 3D SLAM on Jetson
  • Summary and Outlook
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