Need help compiling ONNX to HEF (no x86 machine, Raspberry Pi only)

General Discussion
1

Hi, I’m trying to get a custom YOLO rat detector running on my Raspberry Pi 5 + Hailo-8 w/26 tops, but I can’t generate a HEF because I don’t have access to an x86 Linux machine to run the Dataflow Compiler.

I uploaded everything here:

Included in the folder:

  • rat_yolo_best.onnx
  • .har / .alls artifacts
  • hailo_sdk.client.log
  • system_reqs_results.log
  • classes.txt
  • images + labels (dataset)

Model info:

  • YOLO rat detector
  • 1 class (rat)
  • Target: Raspberry Pi 5 + Hailo-8

Could someone please help generate a compatible .hef (and any matching config files), or let me know if I should restructure anything or provide additional calibration images?

Thanks!

2

Hey @Mike_Griffin,

If you’re looking to use an online compiler, I’d suggest checking out our software partner DeGirum at https://www.degirum.com/. There are plenty of threads here discussing their online compiler, and the compilation process should be pretty straightforward.

Let me know if you run into any issues!