Deployment of HEF file for a Custom python computer vision project using Custom Dataset

General
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1

Good Day,

I would like to use my HEF file for my existing computer vision project. As of now I am using a Pt file for its inference. I am currently figuring out on how to deploy my HEF file for this specific existing project.

Device to be used:

  1. Raspberry Pi 5
  2. 2 USB Cameras
  3. Raspberry Pi AI HAT Kit 26 TOPS (Hailo8)

Let me know if there are existing guides that I can use. Thanks.

2

I recommend starting with the following repositories:

GitHub - Hailo Application Code Examples

GitHub - Hailo RPi5 Examples

If you want to convert your own models into the HEF format. Install the Hailo AI Software Suite Docker available in the Developer Zone. It has built-in Jupyter notebook tutorials that you can start by running the following command:

hailo tutorials