What is good practice and SotA in deploying application for jetson (should be in container)?

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

Hi,

I have been considering from some time that my production application should be or not in containers. And I want to ask people what do you think? For Jetson Nano it is hard because of limited space in eMMC but for Jetson Orin Nano and others this is different. How you deploy on the new L4T 6.1 and 6.2?

Best regards
Darek

5

Hi,
Either way(w and w/o docker) should be good. Yo may share what kind of application you would like to run. We can check and suggest next.

6

I am doing DeepStream application with additional functionality in C++. I am using multiple networks for detection and classification and handling on the device other image processing/computer vision stuff. For the Jetson Nano was simple but I saw that Nvidia Dockers under the hood bind many volumes and thinking about how light can be docker image.

7

Hi,
On Jetpack 6 Orin, we can run DeepStream SDK with docker or without docker. Both are supported and you may pick either one.