Help running inference using yolov5, 6 & 8

[dvirla]

Hi,

Thanks for this amazing package!
I'm having troubles running inference using different yolo versions, whenever I'm running tiny_yolov2 test the inference seems to succeed.
Whenever I try any of the other version it fails with segmentation fault - exported to onnx, tried different opsets (including 12) and increase MAX_NUMBER_OF_NODES since yolov8 has 259 nodes.

More observations:
Running resolve function from inferece.c outputs segmentation fault. When I copy the content of resolve function to connx.c it seems to be running (after commenting the part preparing the operators since the opset is already 12).

Doing the same with inference function did not work as it seems that all_context[nodeIdx].executer is NULL.

Can anyone assist please?

[alrevuelta]

Most likely the models that you are using use operators that are not implemented. Note that this project is not currently actively maintained.

[dvirla]

Thank you for the quick response!
Is there a way to review which operators are not implemented and implement them myself?

[alrevuelta]

Would suggest adding some prints. Or well, you can also explore the onnx model and search in this repo wether its implemented or not.

[ardeal]

Most likely the models that you are using use operators that are not implemented. Note that this project is not currently actively maintained.

@alrevuelta
as you said, this project is not currently actively maintained. is there any maintained/better/replaceable and similar(pure C/onnx/embedded inference) project?