Convert pt file to hef file for HAILOI 8

General
1

I have a .pt file that I obtained from training a YOLOv11 model. I’ve been trying for a long time to convert this .pt file into a .hef file. I can’t use a VM because I don’t have a GPU or 32 GB of RAM. I tried a Google Colab notebook, but the file it requires has been removed.

What can I do?

2

How did you train the Yolov11 model? Converting a model to HEF requires a similar machine used to train models running Ubuntu.

3

(post deleted by author)

4

First, you cannot convert .pt direct to HEF. You need to convert your .pt file into ONNX format and then, convert .onnx file to .hef.

  • Check the YOLO documentation to learn how to convert your YOLO model to ONNX.

Second, the smallest memory requirement is 16 GB of RAM.
Finally, from what I can read in the docs, a GPU is required only for OPTIMIZATION. Thus, I think that you can convert ONNX to HEF even without a GPU.