convert ONNX to HEF without training data

General
1

Hi, I’m totally new to this technology.
I’m currently trying to adapt a Computer Vision Project to Raspberry Pi, accelerated with the Hailo Module.

As far as I read, it seems that the module is powered once the model we use is in a .HEF Format.
However, I’m currently using a model I found online on a .ONNX format, without the training data.

I can’t find any topic here that could answer my question, nor I could find a similar model already available in the Model Zoo.

Is there any chance to convert this model to a .HEF format?

2

Welcome to the Hailo Community!

You can try to convert the model using random calibration data or some images you believe are close to what was used to train the model. However you likely will loose accuracy. For best accuracy you will need images that are representative of the dataset during the model optimization step.