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Generating a .HEF file using a pretrained custom ONNX model #54

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anandp1534 opened this issue Oct 8, 2024 · 1 comment
Open

Generating a .HEF file using a pretrained custom ONNX model #54

anandp1534 opened this issue Oct 8, 2024 · 1 comment

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@anandp1534
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I have a custom- PyTorch/ONNX model and we're looking to deploy it on a Raspberry Pi 5 for testing.

Command used:

hailomz compile yolov8s --ckpt=/home/works/my_project/convert_to_hef/best.onnx --hw-arch hailo8l --calib-path /media/works/secondary/server-backup-jun6/DV/TRAINING/DAMAGE/valid --classes 3 --performance

However, I encountered the following error when running the command:

"hailomz compile: error: argument model_name: invalid choice: 'yolov8s' (choose from )"

Software details:

  • Ubuntu 22.04 LTS
  • Hailo Dataflow Compiler: 3.29.0
  • Hailo Model Zoo: 2.13.0

Please suggest how to resolve !

@anandp1534 anandp1534 changed the title Generating a .HEF file using an existing ONNX model without additional training Generating a .HEF file using a pretrained custom ONNX model Oct 8, 2024
@anandp1534 anandp1534 reopened this Oct 11, 2024
@krypteo
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krypteo commented Jan 11, 2025

Hey dude, have you found the solution to the issue?

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