OpenCV with CUDA Support in Jetson AGX Orin 64gb

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

Hi all,

I’m working with a Jetson AGX Orin running JetPack 6.2 (Ubuntu 22.04), and I’m trying to build OpenCV with full CUDA support for GPU-accelerated computer vision tasks, but I didn’t able to do that.

Setup:

  • Device: Jetson AGX Orin 64GB
  • JetPack: 6.2
  • OS: Ubuntu 22.04
  • CUDA: 12.6 (preinstalled with JetPack)
  • Python: 3.10 (preinstalled)
  • OpenCV: 4.8.0 (preinstalled, but without CUDA support)

Any help with the installation process or troubleshooting tips would be greatly appreciated.

3

Hi,

We have a prebuilt package that can be found in the below link:

Thanks.

1 Like
4

Thank you.
but why the OpenCV missing?
jtop

Screenshot from 2025-04-22 07-06-05
Screenshot from 2025-04-22 07-06-05407×301 19.5 KB

5

Hi,

Do you get the package imported with Python?
If so, it should be okay as jtop only check the installation by calling opencv_version on the console:

Thanks.

1 Like
6

Thank you,

I used a Python script to check if CUDA was working, it returned True. However, when I first ran jtop, it showed that OpenCV with CUDA was not enabled (NO). After uninstalling the default OpenCV installed through the SDK, I saw that OpenCV was missing.

Thanks again, The issue is resolved now.

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