[c0balt]

Arguably the UP^2 is another class of device. Up to 8 GB of RAM and up to 128 GB of storage + a whole x86 CPU with dual gigabit LAN.

And the price, size and power consumption are also quite a bit higher but it will certainly grant a better general compute environment, if you want to run Linux or smth.

[rurban]

It's very easy to use any pytorch or tensorflow packages, or open3d, pcl, librealsense or similar vision packages. Powerful enough to do realtime vision tasks, which you certainly cannot do with 2€ boards.