Orin For Object Detection Questions

Autonomous Machines Jetson & Embedded Systems Jetson Orin NX
1

Hi,

I have a couple general questions:
I was referred to purchase the Xavier NX for object detection for a client. The client has a shop with 5-10 camera streams. And I want to also set up the device at the client site and monitor from our site.

Question #1: Is Orin NX the right device, or should I go with AGX, Nano?

Question #2: Do I need to purchase Orin and a Developer Kit? And is there more things I need, so what are all the pieces to detect an object to make this happen?

Question #3: Where can I train Orin?

Question #4: Can I set up alerts once it detects the object?

Question #5: How do I gain access to the camera streams once I set up Orin with it?

Thank you!

3

Hi,

Q.1
Please check our DL perf table to see which device can meet your requirements:

Q.2
Developer Kits enable the development of full-featured AI applications for products based on Jetson Orin modules.
You can find the details spec in the below link:

Q.3 We recommend applying training on a desktop GPU.

Q.4 Please check Jetson Platform Service as an example:
https://docs.nvidia.com/jetson/jps/moj-overview.html

Q.5 Please check the JPS shared above or Deepstream SDK:

Thanks.

5

If I trained an object detection model using Tensor Flow for the Xavier NX, do I need to restart training or can I use the same one?