YOLOv8 on Jetson Nano

Robotics & Edge Computing Jetson Systems Jetson Nano
1

Hi
I have trained a computer vision model on YOLOv8, and I have python 3.6.9 (default) and 3.8.0 in a virtual environment. Since I have Jetpack 4.6.1, can I run YOLOv8 with GPU enabled on Jetson Nano (4GB)? Can Pytorch be enabled on python 3.8.0?

3

Hi,

You can find the PyTorch package for JetPack 4 below:

Thanks.

5

I have pytorch 1.10.0 on my jetson nano with python 3.6.9. Can I enable my GPU with python 3.8.0? As the YOLOv8 variant required minimum of python 3.8.0.

6

Hi,

We only provide the package with the default Python version.
But you can try to build it from the source.

Thanks.

7

You can use Ultralytics on old Jetson with Docker

8

Will this method be able run 2 yolov8 models with GPU (Pytorch/CUDA) on videos smoothly at once?

9

Maybe 1 or 2 FPS if you’re using the nano model.