Are AI/ML Packages Available as Pip Wheels for Direct Installation?

Robotics & Edge Computing Jetson & Embedded Systems Jetson Orin Nano
1

I installed the Hello AI World project on my Orin Nano by building from source instead of using the container approach. All is working well. What AI/ML GitHub Packages are included in Hello AI World aside from l4t-pytorch-4t? I’d like to add more packages.

Are any of the AI/ML GitHub Packages available in the form of Pip Wheels for direct installation similar to Pytorch & Torchvision? Given how difficult it was to install the latter two, I can see why the container approach was developed.

Is it possible to image my current Orin Nano SD card onto a thumb drive or another SD card for backup purposes?

2

Hi @xplanescientist, you can view the jetson-inference container dockerfile and its dependencies here:

Each of the containers has the compiled pip wheels stored inside them under /opt - so you can extract the ones you want out of those respective containers. However some packages are not as simple as ‘pip install’ on the wheel and require additional install steps with apt, patches, ect.

3

See here for a post about cloning/replicating SD cards:

6

This topic was automatically closed 14 days after the last reply. New replies are no longer allowed.