Setup Nvidia Jetson Orin Nano 8G - reComputer J3011 (Seeed Studio)

Posted 28 days ago

Setup WSL2

wsl --update
wsl --shutdown
winget install --interactive --exact dorssel.usbipd-win
usbipd.exe list
wsl
sudo apt update && sudo apt install wslu -y

Setup Nvidia SDK Manager

https://developer.nvidia.com/sdk-manager#installation_get_started

sudo apt update
sudo apt install iputils-ping iproute2 netcat iptables dnsutils network-manager usbutils net-tools python3-yaml dosfstools libgetopt-complete-perl openssh-client binutils xxd cpio udev dmidecode -y
sudo apt install linux-tools-virtual hwdata
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb
sudo dpkg -i cuda-keyring_1.1-1_all.deb
sudo apt update
sudo apt list --upgradable
sudo apt upgrade
sudo apt -y install sdkmanager
sdkmanager

Upgrade JetPack 6.2

usbipd.exe list
usbipd.exe bind --busid 1-2 --force
wsl -u suphabnk  #1st powershell
usbipd.exe attach --wsl --busid=1-2 --auto-attach  #open 2nd powershell
lsusb  #1st
usbipd.exe detach --busid 1-2  #2

Setup python

cat /etc/nv_tegra_release
sudo apt-cache show nvidia-jetpack
sudo apt install chromium-browser
sudo apt install nvidia-jetpack-dev
sudo apt install python3-pip 
sudo apt install wget curl openssl net-tools iputils-ping zip unzip
sudo apt install libopenblas-dev libopenmpi-dev libomp-dev libjpeg-dev libpng-dev libtiff-dev
sudo pip install jetson-stats
sudo su
jetson_clocks
jtop
free -h && sync && echo 3 > /proc/sys/vm/drop_caches && free -h
exit
pip install https://pypi.jetson-ai-lab.dev/jp6/cu126/+f/6cc/6ecfe8a5994fd/torch-2.6.0-cp310-cp310-linux_aarch64.whl#sha256=6cc6ecfe8a5994fd6d58fb6d6eb73ff2437428bb4953f3ebaa409f83a5f4db99
pip install https://pypi.jetson-ai-lab.dev/jp6/cu126/+f/7d5/6675ba5839c27/torchao-0.10.0+gitbc4f51d-cp39-abi3-linux_aarch64.whl#sha256=7d56675ba5839c275b95a0dbc4f14f3c574f68c5202d2943889c6fb99adf63d8
pip install https://pypi.jetson-ai-lab.dev/jp6/cu126/+f/dda/ce98dc7d89263/torchaudio-2.6.0-cp310-cp310-linux_aarch64.whl#sha256=ddace98dc7d892634d2e5b08593436f3e3b1247a1cb11c0d5f4e5ccf64a9be8c
pip install https://pypi.jetson-ai-lab.dev/jp6/cu126/+f/aa2/2da8dcf4c4c8d/torchvision-0.21.0-cp310-cp310-linux_aarch64.whl#sha256=aa22da8dcf4c4c8dc897e7922b1ef25cb0fe350e1a358168be87a854ad114531
pip install 'numpy<2'
python
{
import torch
import torchvision
import torchaudio
print(torch.__version__)
print(torchvision.__version__)
print(torchaudio.__version__)
torch.cuda.is_available()
torchaudio.utils.ffmpeg_utils.get_build_config()
exit()
}

sudo apt install libopencv
sudo apt install libopencv-dev
sudo apt install libopencv-python
pip install ultralytics
pip install opencv-contrib-python
pip install imutils schedule screeninfo pyserial pytz onnx

Author SuphaBnk

RPLidar-A1M8 Python on Jetson Nano

Posted 37 days ago

OS image:

Linux esan3d-desktop 4.9.337-tegra #1 SMP PREEMPT Thu Jun 8 21:19:14 PDT 2023 aarch64 aarch64 aarch64 GNU/Linux
Ubuntu 18.04.6 LTS (Bionic Beaver)

Ref:

https://community.dfrobot.com/makelog-314219.html

Setup:

sudo python3 -m pip install rplidar-roboticia
sudo chmod 777 /dev/ttyUSB1

Author SuphaBnk

ROS2 on Raspberry Pi 5 Ubuntu Server 24.04

Posted 38 days ago

OS Image:

Linux ubuntu 6.8.0-1018-raspi aarch64 GNU/Linux
Ubuntu 24.04.2 LTS (Noble Numbat)

Ref:

https://ros.org/reps/rep-2000.html

Setup Ubuntu:

ubuntu login: ubuntu
Password: ubuntu
#change passwd 
ls /sys/class/net
ls /etc/netplan/
sudo vi /etc/netplan/50-cloud-init.yaml
{
network:
    wifis:
        wlan0:
            optional: true
            access-points:
                "SSID-NAME-HERE":
                    password: "PASSWORD-HERE"
            dhcp4: true
}
sudo reboot
sudo netplan --debug apply
ip a

sudo apt update
sudo apt install net-tools
sudo apt install htpdate
sudo timedatectl set-timezone Asia/Bangkok
sudo apt install zram-config
sudo apt install ubuntu-desktop
sudo reboot

sudo vi /boot/firmware/config.txt
{
dtoverlay=vc4-fkms-v3d
}
sudo swapon --show
sudo swapoff -a
sudo rm /swapfile
sudo fallocate -l 5G /swapfile
sudo chmod 600 /swapfile
sudo mkswap /swapfile
sudo swapon /swapfile
sudo reboot
sudo vcgencmd get_mem gpu
sudo free -h

sudo add-apt-repository universe
sudo apt update
sudo apt install build-essential software-properties-common -y
sudo apt install libopenblas-dev libblas-dev m4 cmake python3-dev python3-yaml python3-setuptools git

sudo apt update 
sudo apt install curl -y
sudo curl -sSL https://raw.githubusercontent.com/ros/rosdistro/master/ros.key -o /usr/share/keyrings/ros-archive-keyring.gpg
echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/ros-archive-keyring.gpg] http://packages.ros.org/ros2/ubuntu $(. /etc/os-release && echo $UBUNTU_CODENAME) main" | sudo tee /etc/apt/sources.list.d/ros2.list > /dev/null

Install ROS core:

sudo apt update
sudo apt upgrade
#sudo apt install ros-jazzy-ros-base
sudo apt install ros-jazzy-desktop
sudo apt install python3-colcon-common-extensions
sudo apt install ros-jazzy-example-interfaces

Setup ROS2 environment:

source /opt/ros/jazzy/setup.bash
echo "source /opt/ros/jazzy/setup.bash" >> ~/.bashrc

Setup Unitree LidarL1 sdk:

sudo apt install ros-jazzy-pcl-ros
sudo apt install ros-jazzy-pcl-conversions
sudo apt install ros-jazzy-visualization-msgs
sudo apt install libeigen3-dev

git clone https://github.com/unitreerobotics/unilidar_sdk.git
cd unilidar_sdk/unitree_lidar_ros2
colcon build

cd unilidar_sdk/unitree_lidar_ros2
source install/setup.bash
ros2 launch unitree_lidar_ros2 launch.py

sudo su
free -h && sync && echo 3 > /proc/sys/vm/drop_caches && free -h
exit

Setup Livox ROS Driver 2:

cd ~
git clone https://github.com/Livox-SDK/Livox-SDK2.git
cd ./Livox-SDK2/
mkdir build
cd build
cmake .. && make -j
sudo make install

cd ~
git clone https://github.com/Livox-SDK/livox_ros_driver2.git ws_livox/src/livox_ros_driver2
cd ./ws_livox/src/livox_ros_driver2
source /opt/ros/humble/setup.sh
./build.sh humble

source ~/ws_livox/install/setup.bash
ros2 launch livox_ros_driver2 rviz_HAP_launch.py

Setup Point-LIO-ROS2:

RUN:

Author SuphaBnk

ROS on Nvidia Jetson Nano with Ubuntu 18.04.6

Posted 90 days ago

OS image:

Linux 4.9.337-tegra #1 SMP PREEMPT Thu Jun 8 21.19:14 PDT 2023 aarch64 aarch64 aarch64 GNU/Linux
Ubuntu 18.04.6 LTS (Bionic Beaver)
NVIDIA Jetson Nano Developer Kit - Jetpack 4.6.4 [L4T 32.7.4]

Ref:

https://www.stereolabs.com/en-th/blog/ros-and-nvidia-jetson-nano

Setup:

sudo sh -c 'echo "deb http://packages.ros.org/ros/ubuntu $(lsb_release -sc) main" > /etc/apt/sources.list.d/ros-latest.list'
sudo apt-key adv --keyserver 'hkp://keyserver.ubuntu.com:80' --recv-key C1CF6E31E6BADE8868B172B4F42ED6FBAB17C654

sudo apt update
sudo apt install ros-melodic-desktop

echo "source /opt/ros/melodic/setup.bash" >> ~/.bashrc $ source ~/.bashrc

sudo apt install python-rosdep python-rosinstall python-rosinstall-generator python-wstool build-essential
sudo rosdep init 
rosdep update

sudo apt-get install cmake python-catkin-pkg python-empy python-nose python-setuptools libgtest-dev python-rosinstall python-rosinstall-generator python-wstool build-essential git
mkdir -p ~/catkin_ws/src 
cd ~/catkin_ws/
catkin_make
echo "source ~/catkin_ws/devel/setup.bash" >> ~/.bashrc 
source ~/.bashrc

Author SuphaBnk

GTK Python-GUI in Raspberry Pi 5

Posted 95 days ago

OS image:

Debian GNU/Linux 12 (bookworm) aarch64
Linux raspberrypi 6.6.62+rpt-rpi-2712 SMP PREEMPT Debian 1:6.6.62-1+rpt1 (2024-11-25)

Ref:

Setup:

sudo apt update
sudo apt list --upgradable
sudo apt upgrade
sudo apt install libopenblas-dev libblas-dev m4 cmake python3-dev python3-yaml python3-setuptools
sudo apt install python3-gi python3-gi-cairo gir1.2-gtk-4.0
sudo apt install at-spi2-core

sudo rm /usr/lib/python3.*/EXTERNALLY-MANAGED

sudo pip install cython pygame

First Run:

Create new pyscript and,

import gi
gi.require_version('Gtk','3.0')
from gi.repository import Gtk,Gdk,GLib
import threading
import time
import sys
import pygame
class MyApp(Gtk.Application):
    def __init__(self):
        super().__init__(application_id="com.example.myapp")
        GLib.set_application_name("MyApp")
        css = Gtk.CssProvider()
        css.load_from_path("./app.css")
        Gtk.StyleContext.add_provider_for_screen(Gdk.Screen.get_default(),css,
                                                 Gtk.STYLE_PROVIDER_PRIORITY_APPLICATION)
        pygame.mixer.init()
        self.bgevt = threading.Event()
        self.bgthread = threading.Thread(target=loop_sleep,args=(self.bgevt,))
        self.bgthread.start()
        self.mainpg = Gtk.Box(orientation=Gtk.Orientation.VERTICAL,spacing=6)
        self.mainpg.get_style_context().add_class('mainpg')
    def do_activate(self):
        self.win = Gtk.ApplicationWindow(application=self,title="Dance Box Set v0.0.1")
        self.win.fullscreen()
        self.init_mainpg()
        self.win.add(self.mainpg)
        self.win.show_all()
    def init_mainpg(self):
        btns = Gtk.FlowBox()
        btns.set_selection_mode(Gtk.SelectionMode.NONE)
        btns.set_max_children_per_line(3)
        for i in range(1,10):
            btn = Gtk.Button(label=i)
            clsnm = 'btn' if i!=5 else 'btn-dark'
            btn.get_style_context().add_class(clsnm)
            btns.add(btn)
            print(i)
        self.mainpg.add(btns)
def loop_sleep(evt):
    i = 1
    while not evt.is_set():
        print(i)
        i = i+1
        time.sleep(0.5)
def loop_shutdown(app):
    app.bgevt.set()
app = MyApp()
app.connect("shutdown",loop_shutdown)
ex = app.run(sys.argv)
sys.exit(ex)

Author SuphaBnk

Suphabnk

IT-Dev blog

Setup Nvidia Jetson Orin Nano 8G - reComputer J3011 (Seeed Studio)

Setup WSL2

Setup Nvidia SDK Manager

Upgrade JetPack 6.2

Setup python

RPLidar-A1M8 Python on Jetson Nano

OS image:

Ref:

Setup:

ROS2 on Raspberry Pi 5 Ubuntu Server 24.04

OS Image:

Ref:

Setup Ubuntu:

Install ROS core:

Setup ROS2 environment:

Setup Unitree LidarL1 sdk:

Setup Livox ROS Driver 2:

Setup Point-LIO-ROS2:

RUN:

ROS on Nvidia Jetson Nano with Ubuntu 18.04.6

OS image:

Ref:

Setup:

GTK Python-GUI in Raspberry Pi 5

OS image:

Ref:

Setup:

First Run: