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Muto RS Robot📖
01.Introduction to Muto Robot
  • 1.Accessories introduction
  • 2.Precautions for battery
  • 3.FAQ
  • 4.MutoRS Study Guide
  • 5.Quick Start Guide
02.Assembly and write system
  • 1.Raspberry Pi write system
  • 2.Assembly video
03.Remote control course
  • 1.Open and Close APP Control Program
  • 2.Mobile APP Remote Control
  • 3.USB Wireless Controller Remote Control
  • 4.Web Host Computer Remote Control
04.Remote login operation
  • 1.SSH and VNC remote login
  • 2.Jupyter Lab login and running example code
05.AI Large Model Basicsnew
  • 1.AI Large Model Types and Principles
  • 2.RAG Retrieval Enhancement and Model Training Samples
  • 3.Embodied Intelligent Robot System Architecture
  • 4.Embodied Intelligent Functions Core Source Code
06.AI Large Model Developmentnew
  • 1.Register a model service provider account
  • 2.Configure API-KEY
  • 3.Introduction to Dify
  • 4.Dify Basic function
  • 5.AI large model development - Chatbot
  • 6.Deploy the RAG knowledge base
  • 7.RAG knowledge base + Chatbot
  • 8.AI agent workflow
  • 9.Custom wake-up response
  • 10.Core module testing tools
07.AI Large Model (Text Version)new
  • 0.MutoRS Model Setup & Details
  • 1.Semantic Understanding, Instruction Following
  • 2.Multimodal Visual Understanding
  • 3.Multimodal Visual Understanding + Depth Camera Distance Q&A
  • 4.Multimodal Visual Understanding + Visual Line Following
  • 5.Multimodal Visual Understanding + Visual Following
  • 6.Multimodal Visual Understanding + SLAM Navigation
  • 7.Multimodal Visual Understanding + SLAM Navigation + Visual Line Following
  • 8.Intention Estimation + Multimodal Visual Understanding + SLAM Navigation + Visual Functions
08.AI Large Model (Voice Version)new
  • 0.MutoRS Model Setup & Details
  • 1.Semantic Understanding, Instruction Following
  • 2.Multimodal Visual Understanding
  • 3.Multimodal Visual Understanding + Depth Camera Distance Q&A
  • 4.Multimodal Visual Understanding + Visual Line Following
  • 5.Multimodal Visual Understanding + Visual Following
  • 6.Multimodal Visual Understanding + SLAM Navigation
  • 7.Multimodal Visual Understanding + SLAM Navigation + Visual Line Following
  • 8.Intention Estimation + Multimodal Visual Understanding + SLAM Navigation + Visual Functions
09.AI Large Model (Fun Applications)new
  • 1.Versatile performer
  • 2.Action Imitation
  • 3.Problem Solving Expert
  • 4.Exploring Unfamiliar Environments
10.Robot basic course
  • 1)Control buzzer
  • 2)Control PWM servo
  • 3)Control bus servo
  • 4)Robot forward and backward
  • 5)Robot move left and right
  • 6)Robot rotate left and right
  • 7)Control height
  • 8)Control head
  • 9)Action group performance
  • 10)Read data
  • 11)Host computer control
  • 12)Camera driver
11.Voice control coursenew
  • 1.Control Muto motion
  • 2.Control Muto tracking
  • 3.Control Muto color recognition
  • 4.Control Muto color tracking
  • 5.Control multi-point navigation
12.AI vision course
  • 0)Color HSV Calibration
  • 1)Color recognition
  • 2)Color following
  • 3)Color recognition action group
  • 4)Face detection
  • 5)QR code recognition
  • 6)QR code instructions
  • 7)Visual line following
  • 8)Motion learning
  • 9)Synchronous action teaching
13.Mediapipe course
  • 1)Hand detection
  • 2)Attitude detection
  • 3)Overall inspection
  • 4)Face detection
  • 5)Face recognition
  • 6)Face effects
  • 7)Face detection
  • 8)3D object recognition
  • 9)Brush
  • 10)Finger control
  • 11)Gesture recognition
14.Depth camera course
  • 1)Depth camera use
  • 2)Internal reference calibration
  • 3)Web page real-time monitoring
  • 4)ROS+opencv application
  • 5)QR code creation and recognition
  • 6)AR vision
  • 7)Tracking
  • 8)Obstacle recognition
  • 9)Color tracking
  • 10)KCF object tracking
  • 11)RTAB-Map 3D mapping navigation
15.Lidar course
  • 1)About lidar
  • 2)Lidar obstacle avoidance
  • 3)Lidar tracking
  • 4)Lidar guard
  • 5)Patrol
  • 6)SLAM overview
  • 7)ROS2_Gmapping mapping algorithm
  • 8)ROS2_Cartographer mapping algorithm
  • 9)About ROS2 Navigation
  • 10)ROS2 navigation and avoid
  • 11) APP mapping
  • 12)APP navigation
16.Road network navigationnew
  • 1.Road network planning and navigation environment deployment
  • 2.Constructing pose maps
  • 3.Road network annotation
  • 4.Inter-road network planning and navigation
  • 5.Road network navigation under arbitrary poses
  • 6.Path replanning
17.Multi-machine control course
  • 1)Multi-vehicle control
  • 2)Multi-vehicle navigation
18.Robot chassis control
  • 1)Hexapod gait and kinematics
  • 2)Robot information release
  • 3)Robot control
  • 4)URDF model
19.Raspberry Pi course
  • 1)Python usage
  • 2)Use APT to install Python packages
  • 3)Python virtual environment
  • 4)GPIO Zero
  • 5)Pin output high and low levels
  • 6)Pin reads high and low levels
  • 7)Pin output PWM
  • 8)Serial communication
  • 9)I2C communication
20.OpenCV course
  • 1)Introduction to Open Source CV
  • 2)Image reading and display
  • 3)Picture writing
  • 4)Image Quality
  • 5)Pixel operations
  • 6)Image zoom
  • 7)Picture cut
  • 8)Picture pan
  • 9)Picture mirroring
  • 10)Affine transformation
  • 11)Picture rotation
  • 12)perspective transformation
  • 13)Grayscale processing
  • 14)Binary image
  • 15)Edge green detection
  • 16)Line segment drawing
  • 17)Rectangular circle drawing
  • 18)Text and picture drawing
21.Docker course
  • 1)Overview and installation
  • 2)Common commands
  • 3)Deeply understand and publish images
  • 4)Hardware interaction and data processing
  • 5)Enter docker container
  • 6)Robot development environment construction
  • 7)Update docker images
22.ROS2 basic course
  • 1) Introduction to ROS2
  • 2)ROS2 install Humble
  • 3)ROS2 development environment
  • 4)ROS2 workspace
  • 5)ROS2 function package
  • 6)ROS2 node
  • 7)ROS2 topic communication
  • 8)ROS2 service communication
  • 9)ROS2 action communication
  • 10)ROS2 custom interface message
  • 11)ROS2 parameter service case
  • 12)ROS2 meta-function package
  • 13)ROS2 distributed communication
  • 14)ROS2 DDS
  • 15)ROS2 time related API
  • 16)ROS2 common command tools
  • 17)ROS2 rviz2 use
  • 18)ROS2 rqt toolbox
  • 19)ROS2 Launch startup file configuration
  • 20)ROS2 recording and playback tool
  • 21)ROS2 URDF model
  • 22)ROS2 Gazebo simulation platform
  • 23)ROS2 TF2 coordinate transformation
23.Linux basic course
  • 1)Introduction to Linux system
  • 2)Ubuntu file system
  • 3)Ubuntu common commands
  • 4)Ubuntu common editors
  • 5)Ubuntu software operation commands
  • 6)Virtual machine installation
  • 7)SSH remote control
  • 8)VNC remote control
  • 9)Driver library and communication
  • 10)Static IP and hotspot mode
  • 11)Bind device ID
  • 12)Capacity expansion and resource allocation
  • 13)Back up system image
  • 14)Update system software sources
  • 15)Set root user password
  • 16)sudo free password
  • 17)Connect to WiFi network
  • 18)View system version
  • 19)Customized service management
  • 20.Back up system image
24.Mainboard Large Model Course
Offline large model (Text Interaction)
  • 0. AI large model image description
  • 1. Deployment of large AI model environments
  • 2. Installation of large model dialogue platform
  • 3. Meta AI Llama 3.2 model
  • 4. Alibaba Cloud Qwen3 Model
  • 5. Microsoft Phi-4-mini model
  • 6. DeepSeek DeepSeek-R1 model
  • 7. Alibaba Cloud Qwen2.5vl Visual Multimodal Large Model
  • 8. Google Gemma3 Visual Multimodal Large Model
  • 9. Llava Visual Multimodal Large Model
  • 10. MiniCPM-V Visual Multimodal Large Model
  • 11. Multimodal Visual Understanding Applications
  • 12. Multimodal Text-Based Image Application
  • 13. Multimodal Video Analysis Application
  • 14. Multimodal visual positioning applications
  • 15. Multimodal table scanning application
  • 16. Multimodal Autonomous Agent Application
Offline large model (Voice Interaction)
  • 0. Voice Interaction Hardware Connection (Must Read)
  • 1. Offline speech-to-text (ASR)
  • 2. Offline Text-to-Speech (TTS)
  • 3. AI large model voice interaction
  • 4. Multimodal visual understanding and voice interaction
  • 5. Multimodal Text-Based Image Application
  • 6. Multimodal Video Analysis Application
  • 7. Multimodal visual positioning applications
  • 8. Multimodal table scanning application
  • 9. Multimodal Autonomous Agent Applications
  • 10. AI large model offline voice assistant
Online large model (text interaction)
  • 1.OpenRouter Large Model API Aggregation Platform
  • 2. Multimodal Visual Understanding Applications
  • 3. Multimodal visual positioning applications
  • 4. Multimodal table scanning application
  • 5. Multimodal Autonomous Agent Applications
Online large model (voice interaction)
  • 0. Voice Interaction Hardware Connection (Must Read)
  • 1. Online speech-to-text (ASR)
  • 2. Online Text-to-Speech (TTS)
  • 3. AI large model voice interaction
  • 4. Multimodal visual and voice interaction
  • 5. Multimodal visual positioning applications
  • 6. Multimodal table scanning application
  • 7. Multimodal Autonomous Agent Applications
  • 8. AI large model online voice assistant
Download
  • RemoteCtrl_APP(iOS/Android)
  • Mapping_APP(iOS_Android)
  • SystemFile_For_RPi5
  • SystemFile_Jetson
  • SystemFile_RPi
  • Code
  • VM File
  • Hardware Info
  • Instruction Manual
  • Jetson_Boot_USB.tar.gz
  • ROS2_Basic_VM
Download ZIP

Welcome to Muto RS Robot repository

3)ROS2 development environment

3. ROS2 development environment

In theory, you can write basic ROS2 programs in Notepad, but to improve development efficiency, you can install the integrated development environment (VSCode).

1. Using the VSCode development environment

  • Search for "VSCode" in your browser, select the installation package for your platform, download and install it.

image-20250814155106188

  • Install commonly used plug-ins to improve work efficiency.

image-20250814155201019

image-20250814155255572

image-20250814155341084

2. Using the Terminal

In ROS2, you'll frequently use the terminal. We recommend a relatively easy-to-use terminal: Terminator. The results are as follows:

image-20231023123012987

2.1. Installation

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sudo apt install terminator

2.2. Launching

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Shortcut `Ctrl+Alt+T` to launch

2.3. Common Terminator Shortcuts

About operations within the same tab:

Alt+Up                          // Move to the upper terminal
Alt+Down                        // Move to the lower terminal
Alt+Left                        // Move to the left terminal
Alt+Right                       // Move to the right terminal
Ctrl+Shift+O                    // Split terminal horizontally
Ctrl+Shift+E                    // Split terminal vertically
Ctrl+Shift+Right                // Move the splitter bar to the right in a vertically split terminal
Ctrl+Shift+Left                 // Move the splitter bar to the left in a vertically split terminal
Ctrl+Shift+Up                   // Move the splitter bar up in a horizontally split terminal
Ctrl+Shift+Down                 // Move the splitter bar down in a horizontally split terminal
Ctrl+Shift+S                    // Hide/Show scroll bars
Ctrl+Shift+F                    //Search
Ctrl+Shift+C                    //Copy the selected content to the clipboard
Ctrl+Shift+V                    //Paste the clipboard content here
Ctrl+Shift+W                    //Close the current terminal
Ctrl+Shift+Q                    //Exit the current window, all terminals in the current window will be closed
Ctrl+Shift+X                    //Maximize the current terminal
Ctrl+Shift+Z                    //Maximize the current terminal and enlarge the font
Ctrl+Shift+N or Ctrl+Tab        //Move to the next terminal
Ctrl+Shift+P or Ctrl+Shift+Tab  //Crtl+Shift+Tab moves to the previous terminal

About operations between tabs:

F11                             //Full screen switch
Ctrl+Shift+T                    //Open a new tab
Ctrl+PageDown                   //Move to the next tab
Ctrl+PageUp                     //Move to the previous tab
Ctrl+Shift+PageDown             //Exchange the current tab with the tab after it
Ctrl+Shift+PageUp               //Exchange the current tab with the tab before it
Ctrl+Plus (+)                   //Increase the font
Ctrl+Minus (-)                  //Decrease the font
Ctrl+Zero (0)                   // Restore the font to its original size
Ctrl+Shift+R                    // Reset the terminal state
Ctrl+Shift+G                    // Reset the terminal state and clear the screen
Super+g                         // Bind all terminals so that input into one terminal is automatically input into all terminals
Super+Shift+G                   // Unbind
Super+t                         // Bind all terminals in the current tab so that input into one terminal is automatically input into the other terminals
Super+Shift+T                   // Unbind
Ctrl+Shift+I                    // Open a new window; the new window will use the same process as the original window
Super+i                         // Open a new window; the new window will use a different process than the original window

3. Using Git

3.1. Installation

Since daily work involves teamwork and version management, Git is an essential skill. Git is a free and open source distributed version control system. To install Git in Ubuntu:

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sudo apt install git

3.2. Basic Git Operations

Git's job is to create and save snapshots of your project and compare them with subsequent snapshots.

This chapter introduces commands for creating and committing your project snapshots.

Git uses the following six commands: git clone, git push, git add, git commit, git checkout, and git pull. We'll explain them in detail later.

img

Description:

  • workspace: Workspace
  • staging area: Staging area
  • local repository: Repository or local repository
  • remote repository: Remote repository

A simple step-by-step guide:

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$ git init
$ git add .
$ git commit
  • git init - Initializes the repository.
  • git add . - Adds files to the staging area.
  • git commit - Adds the contents of the staging area to the repository.

3.2.1. Repository Creation Commands

The following table lists the Git commands for creating repositories:

CommandDescription
git initInitializes a repository
git cloneMakes a copy of a remote repository, essentially downloading a project.

3.2.2. Committing and Modifying

Git's job is to create and save snapshots of your project and compare them with subsequent snapshots.

The following table lists the commands for creating and committing snapshots of your project:

CommandDescription
git addAdds files to the staging area
git statusViews the current status of the repository, showing modified files.
git diffCompares file differences, that is, the differences between the staging area and the working directory.
git commitCommits the staging area to the local repository.
git resetRoll back a revision.
git rmRemove a file from the staging area and the working directory.
git mvMove or rename a file in the working directory.
git checkoutSwitch branches.
git switch (introduced in Git 2.23)Switch branches more cleanly.
git restore (introduced in Git 2.23)Revert or undo changes to a file.

3.2.3. Commit Log

CommandDescription
git logView historical commits
git blame <file>View the modification history of a specified file in list form

3.2.4. Remote Operations

CommandDescription
git remoteRemote repository operations
git fetchRetrieve code from a remote repository
git pullDownload and merge remote code
git pushUpload and merge remote code

For more information on using the Git tool, enter git --help in the terminal to view the help documentation.

ROS2 install Humble
ROS2 workspace

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