Originally published at: https://developer.nvidia.com/blog/announcing-metropolis-microservices-on-nvidia-jetson-orin-for-rapid-edge-ai-development/
Building vision AI applications for the edge often comes with notoriously long and costly development cycles. At the same time, quickly developing edge AI applications that are cloud-native, flexible, and secure has never been more important. Now, a powerful yet simple API-driven edge AI development workflow is available with the new NVIDIA Metropolis microservices. NVIDIA…
My company [Get A Custom One] has written permission from www.bricklink.com and some admin at LEGO to extrapolate the TECHNIC brick library on BrickLink and to import those assets into Blender & Unity to create build guide tutorials that would also integrate the [Get A Custom One] LED lighting systems and brushless motor systems we have intefrared into rhese builds and to Host that digital AR asset on our servers and Sell it as a digital asset.
As you can imagine this is an arduous undertaking in and of itself.
Are Metroplis Microservices for JETSON the right prodicts that would have the programming aptitude to cross reference those CAD UNITY assets and to apply meta data AI build logic against how TECHNIC kits should look in various stages of a build processs.
I would also like to explore how to apply a LLM against meta data of various scanned progress of a 1500+ piece build. That way an AI powered App could undersand [what should i do with the suspension assembly] or [what are the correct steps for assemnling the drive train] or to scan the build as someone has it assembled by their hands and cross referencing that meta data with the correct meta data and for an LLM to give specific advice for points of contention in a complex build.
Obviously, these kinds of problems are best solved as a team.
As a Generalist Question - does Metroplis Microservices for JETSON have the intrinsic overall aptitude as a host service to integrate all those programming instances - from a device camera reading visual data and cross referencing that as mechanical CAD data and AI understanding the needed outcome and applying an LLM.that works with the Meta Data it knows it needs to see and the meta data as it is predented to camera by the Technic kit builder and allowing all that functionality to run with a build guide tutorial built in UNITY. Or to be the trigger which allows a Unity program to advance to the next UNITY rendered instance of a build process. [?]