Setting up your Jetson Nano for Darcy AI development
Nvidia Jetson Nano boards are excellent for building and running Darcy AI applications . This guide will show you how to get your Nano ready for Darcy AI development so you can run and debug your applications.
Note that you will be using a Google Coral AI accelerator attached to your Jetson Nano. Although the Jetson Nano board contains an Nvidia GPU, the Darcy AI platform currently requires a Google Coral accelerator in order to operate. New editions of Darcy AI that take advantage of the Nvidia GPU will be available soon.
Hardware you will need
- Nvidia Jetson Nano board (Nano developer kit version with 4GB of RAM recommended)
- Video camera attached to the camera port (any camera compatible with Raspberry Pi or any USB camera will work)
- Google Coral edge TPU (USB version attached to USB 3.0 port)
- Micro SD card with 32GB+ capacity and UHS-1 speed rating or faster
- Power supply with 5.5mm barrel plug at 5 Volts DC with at least 3 Amps output
- Jumper for power pins on Nano board (alternative hardware suggested below)
Follow the Nvidia Jetson Nano guide to set up your board
You will need to flash your SD card with the operating system and developer tools provided by Nvidia. Then your Jetson Nano will boot to the operating system and allow you to SSH into the board. Nvidia provides an excellent guide for getting started. It includes instructions for users on Windows, macOS, and Linux computers.
If you are using the “headless” setup approach, you will need to put a jumper on your Nano board on pin header J48. You can use a standard 2-pin motherboard jumper but you can also use any approach that will make an electrical connection between these two pins. One approach is to use one end of an alligator clip by attaching the jaws across both pins.
Follow the official Jetson Nano guide here: https://developer.nvidia.com/embedded/learn/get-started-jetson-nano-devkit
Open a command line session
The goal of the prior step is to get your Jetson Nano set up with JetPack and an operating system so it will boot. If you accomplished the prior step successfully, you should be able to use SSH, terminal session over USB, or an attached keyboard, monitor, and mouse to open a command line session. No matter which approach you used to setup your Jetson Nano (headless or attached monitor), you should now be able to log in and see a command line prompt.
Linux package manager update
Next you will be installing a set of software packages. Some of them are Python packages and some are Linux packages. Start by updating the Ubuntu package manager with the following command. It may take a minute or two.
sudo apt-get update
Curl is a very useful package for downloading files from the command line. You will use it later when installing the Google Coral software. Install it now with the following command.
sudo apt-get install curl
Install JPEG codec
In order for some Python packages to work, your Jetson Nano needs to have a JPEG image codec available. A JPEG library is not installed by default with the JetPack software. Install one with this command.
sudo apt-get install libjpeg-dev
Install Pip3 package manager for Python3
By default, the JetPack software installs Python 3.6.9 and also a version of Python 2.7. The package manager for Python, called Pip, is only installed for the Python 2.7 version. You need to install Pip3 which is a Python3 package manager. Use the following command to install Pip3.
sudo apt-get install python3-pip
Edit .bashrc file to use Python3 and Pip3
Now that Pip3 has been installed, you need to edit a file that will make Python3 your default so you
can just use the word
python in your commands instead of
python3. You will also be able to just
pip for installing Pip3 packages after you make this edit.
You can use the
vi editor as in the example here or you can use any other text editor you prefer.
Use this command to begin editing your
Navigate to the bottom of the file. You will add two lines to the very end of the file. Add the following lines.
alias python=python3 alias pip=pip3
Save the file and exit the editor. If you are using the
vi editor you can do this by pressing
esc key and then typing
:wq and pressing
Now that you have edited the file, it will take effect every time you log in. And now when you
python in a command, it will use Python3 and every time you use
pip in a command it will use
Activate the edited
.bashrc file now so you don’t have to wait until the next login. Use the
Install Pillow Python library
Install the Pillow package for Python with the command
pip install Pillow.
Install imutils Python library
Install the imutils package for Python with the command
pip install imutils.
Install DarcyAI Python library
Install the DarcyAI package for Python with the command
pip install darcyai.
Add your user to the Docker Linux group
Docker is installed by default on your Jetson Nano when you use the JetPack software package from
Nvidia. You need to add your Ubuntu Linux user to the
docker group so you can execute Docker
commands without using
sudo. Your username is the login name you chose during the Jetson Nano
setup process at the start of this guide. Replace the word YOURUSER shown below with your actual
user such as
sudo usermod -aG docker YOURUSER
Install Google Coral software libraries
You need the PyCoral and edge TPU runtime software libraries installed on your Jetson Nano. Follow the guide provided by Google and use the sections marked as “on Linux”.
Reboot your Jetson Nano
You will need to reboot your Jetson Nano after finishing all of these installation steps. Make sure your camera and your Google Coral USB device are attached to your Nano board when you reboot.
Check for Google Coral USB device(s)
You can see which devices are attached to your Jetson Nano using the command
lsusb. This will
display a list of devices. Look for an item that shows
Global Unichip Corp.. You will have more
than one of these items if you have more than one Google Coral USB device attached.
You will notice that once you start running a Darcy AI application, the value shown by
Google, Inc.. This is normal and expected and whenever you reboot your Nano board it
will return to
Global Unichip Corp. temporarily.
Run the system check script
Run the script called
check.bash to scan your Jetson Nano and make sure everything is looking
good. If you receive an error, use the error message to pinpoint which step needs to be completed or
fixed. If you receive a message that everything is looking good, then you are ready to build with
Start building your AI applications with Darcy
Go to the Build Guide and get started building with Darcy AI.